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exp/cpu_jit_epoch_5_avg_1_torch.1.11.0.pt

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exp/cpu_jit_epoch_5_avg_1_torch.1.7.1.pt

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exp/pretrained_epoch_5_avg_1.pt

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log/greedy_search/log-decode-epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0-2022-07-21-09-24-45

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+2022-07-21 09:24:45,906 INFO [streaming_decode.py:605] Decoding started
+2022-07-21 09:24:45,907 INFO [streaming_decode.py:611] Device: cuda:0
+2022-07-21 09:24:47,514 INFO [lexicon.py:176] Loading pre-compiled data/lang_char/Linv.pt
+2022-07-21 09:24:47,619 INFO [streaming_decode.py:619] {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 0, 'log_interval': 50, 'reset_interval': 200, 'feature_dim': 80, 'subsampling_factor': 4, 'env_info': {'k2-version': '1.15.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'f8d2dba06c000ffee36aab5b66f24e7c9809f116', 'k2-git-date': 'Thu Apr 21 12:20:34 2022', 'lhotse-version': '1.5.0.dev+git.7cce647.dirty', 'torch-version': '1.11.0', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'pruned-rnnt5-for-wenetspeech', 'icefall-git-sha1': '227f32f-dirty', 'icefall-git-date': 'Sun Jul 3 18:12:39 2022', 'icefall-path': '/ceph-meixu/luomingshuang/icefall', 'k2-path': '/ceph-ms/luomingshuang/k2_latest/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-meixu/luomingshuang/anaconda3/envs/k2-python/lib/python3.8/site-packages/lhotse-1.5.0.dev0+git.7cce647.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-7-0616225511-78bf4545d8-tv52r', 'IP address': '10.177.77.9'}, 'epoch': 5, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('pruned_transducer_stateless5/exp_L_streaming'), 'lang_dir': 'data/lang_char', 'decoding_method': 'greedy_search', 'beam': 4, 'max_contexts': 4, 'max_states': 32, 'context_size': 2, 'decode_chunk_size': 16, 'left_context': 64, 'right_context': 0, 'num_decode_streams': 20, 'num_encoder_layers': 24, 'dim_feedforward': 1536, 'nhead': 8, 'encoder_dim': 384, 'decoder_dim': 512, 'joiner_dim': 512, 'dynamic_chunk_training': False, 'causal_convolution': True, 'short_chunk_size': 25, 'num_left_chunks': 4, 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 200.0, 'bucketing_sampler': True, 'num_buckets': 300, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('pruned_transducer_stateless5/exp_L_streaming/streaming/greedy_search'), 'suffix': 'epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0', 'blank_id': 0, 'vocab_size': 5537}
+2022-07-21 09:24:47,620 INFO [streaming_decode.py:621] About to create model
+2022-07-21 09:24:48,713 INFO [streaming_decode.py:688] Calculating the averaged model over epoch range from 4 (excluded) to 5

log/greedy_search/log-decode-epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0-2022-07-21-09-26-28

@@ -0,0 +1,503 @@
+2022-07-21 09:26:28,399 INFO [streaming_decode.py:605] Decoding started
+2022-07-21 09:26:28,400 INFO [streaming_decode.py:611] Device: cuda:0
+2022-07-21 09:26:29,661 INFO [lexicon.py:176] Loading pre-compiled data/lang_char/Linv.pt
+2022-07-21 09:26:29,768 INFO [streaming_decode.py:619] {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 0, 'log_interval': 50, 'reset_interval': 200, 'feature_dim': 80, 'subsampling_factor': 4, 'env_info': {'k2-version': '1.15.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'f8d2dba06c000ffee36aab5b66f24e7c9809f116', 'k2-git-date': 'Thu Apr 21 12:20:34 2022', 'lhotse-version': '1.5.0.dev+git.7cce647.dirty', 'torch-version': '1.11.0', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'pruned-rnnt5-for-wenetspeech', 'icefall-git-sha1': '227f32f-dirty', 'icefall-git-date': 'Sun Jul 3 18:12:39 2022', 'icefall-path': '/ceph-meixu/luomingshuang/icefall', 'k2-path': '/ceph-ms/luomingshuang/k2_latest/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-meixu/luomingshuang/anaconda3/envs/k2-python/lib/python3.8/site-packages/lhotse-1.5.0.dev0+git.7cce647.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-7-0616225511-78bf4545d8-tv52r', 'IP address': '10.177.77.9'}, 'epoch': 5, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('pruned_transducer_stateless5/exp_L_streaming'), 'lang_dir': 'data/lang_char', 'decoding_method': 'greedy_search', 'beam': 4, 'max_contexts': 4, 'max_states': 32, 'context_size': 2, 'decode_chunk_size': 16, 'left_context': 64, 'right_context': 0, 'num_decode_streams': 20, 'num_encoder_layers': 24, 'dim_feedforward': 1536, 'nhead': 8, 'encoder_dim': 384, 'decoder_dim': 512, 'joiner_dim': 512, 'dynamic_chunk_training': False, 'causal_convolution': True, 'short_chunk_size': 25, 'num_left_chunks': 4, 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 200.0, 'bucketing_sampler': True, 'num_buckets': 300, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('pruned_transducer_stateless5/exp_L_streaming/streaming/greedy_search'), 'suffix': 'epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0', 'blank_id': 0, 'vocab_size': 5537}
+2022-07-21 09:26:29,768 INFO [streaming_decode.py:621] About to create model
+2022-07-21 09:26:30,332 INFO [streaming_decode.py:688] Calculating the averaged model over epoch range from 4 (excluded) to 5
+2022-07-21 09:26:40,619 INFO [streaming_decode.py:710] Number of model parameters: 97487351
+2022-07-21 09:26:40,620 INFO [asr_datamodule.py:424] About to get dev cuts
+2022-07-21 09:26:40,623 INFO [asr_datamodule.py:429] About to get TEST_NET cuts
+2022-07-21 09:26:40,625 INFO [asr_datamodule.py:436] About to get TEST_MEETING cuts
+2022-07-21 09:26:41,830 INFO [streaming_decode.py:500] Cuts processed until now is 0.
+2022-07-21 09:27:24,475 INFO [streaming_decode.py:500] Cuts processed until now is 100.
+2022-07-21 09:28:06,988 INFO [streaming_decode.py:500] Cuts processed until now is 200.
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+2022-07-21 10:59:40,655 INFO [streaming_decode.py:500] Cuts processed until now is 13100.
+2022-07-21 11:00:21,883 INFO [streaming_decode.py:500] Cuts processed until now is 13200.
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+2022-07-21 11:03:17,028 INFO [streaming_decode.py:500] Cuts processed until now is 13600.
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+2022-07-21 11:04:44,540 INFO [streaming_decode.py:500] Cuts processed until now is 13800.
+2022-07-21 11:04:56,542 INFO [streaming_decode.py:543] The transcripts are stored in pruned_transducer_stateless5/exp_L_streaming/streaming/greedy_search/recogs-DEV-greedy_search-epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0.txt
+2022-07-21 11:04:57,030 INFO [utils.py:410] [DEV-greedy_search] %WER 8.79% [29062 / 330498, 2834 ins, 9520 del, 16708 sub ]
+2022-07-21 11:04:58,248 INFO [streaming_decode.py:556] Wrote detailed error stats to pruned_transducer_stateless5/exp_L_streaming/streaming/greedy_search/errs-DEV-greedy_search-epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0.txt
+2022-07-21 11:04:58,249 INFO [streaming_decode.py:573] 
+For DEV, WER of different settings are:
+greedy_search	8.79	best for DEV
+
+2022-07-21 11:04:58,607 INFO [streaming_decode.py:500] Cuts processed until now is 0.
+2022-07-21 11:05:37,788 INFO [streaming_decode.py:500] Cuts processed until now is 100.
+2022-07-21 11:06:17,729 INFO [streaming_decode.py:500] Cuts processed until now is 200.
+2022-07-21 11:06:57,286 INFO [streaming_decode.py:500] Cuts processed until now is 300.
+2022-07-21 11:07:36,932 INFO [streaming_decode.py:500] Cuts processed until now is 400.
+2022-07-21 11:08:17,489 INFO [streaming_decode.py:500] Cuts processed until now is 500.
+2022-07-21 11:09:02,174 INFO [streaming_decode.py:500] Cuts processed until now is 600.
+2022-07-21 11:09:43,152 INFO [streaming_decode.py:500] Cuts processed until now is 700.
+2022-07-21 11:10:23,042 INFO [streaming_decode.py:500] Cuts processed until now is 800.
+2022-07-21 11:11:02,561 INFO [streaming_decode.py:500] Cuts processed until now is 900.
+2022-07-21 11:11:42,669 INFO [streaming_decode.py:500] Cuts processed until now is 1000.
+2022-07-21 11:12:26,237 INFO [streaming_decode.py:500] Cuts processed until now is 1100.
+2022-07-21 11:13:10,868 INFO [streaming_decode.py:500] Cuts processed until now is 1200.
+2022-07-21 11:13:53,791 INFO [streaming_decode.py:500] Cuts processed until now is 1300.
+2022-07-21 11:14:34,108 INFO [streaming_decode.py:500] Cuts processed until now is 1400.
+2022-07-21 11:15:13,555 INFO [streaming_decode.py:500] Cuts processed until now is 1500.
+2022-07-21 11:15:52,838 INFO [streaming_decode.py:500] Cuts processed until now is 1600.
+2022-07-21 11:16:32,253 INFO [streaming_decode.py:500] Cuts processed until now is 1700.
+2022-07-21 11:17:11,746 INFO [streaming_decode.py:500] Cuts processed until now is 1800.
+2022-07-21 11:17:50,931 INFO [streaming_decode.py:500] Cuts processed until now is 1900.
+2022-07-21 11:18:29,976 INFO [streaming_decode.py:500] Cuts processed until now is 2000.
+2022-07-21 11:19:08,923 INFO [streaming_decode.py:500] Cuts processed until now is 2100.
+2022-07-21 11:19:49,601 INFO [streaming_decode.py:500] Cuts processed until now is 2200.
+2022-07-21 11:20:28,468 INFO [streaming_decode.py:500] Cuts processed until now is 2300.
+2022-07-21 11:21:05,918 INFO [streaming_decode.py:500] Cuts processed until now is 2400.
+2022-07-21 11:21:43,699 INFO [streaming_decode.py:500] Cuts processed until now is 2500.
+2022-07-21 11:22:24,896 INFO [streaming_decode.py:500] Cuts processed until now is 2600.
+2022-07-21 11:23:06,493 INFO [streaming_decode.py:500] Cuts processed until now is 2700.
+2022-07-21 11:23:49,179 INFO [streaming_decode.py:500] Cuts processed until now is 2800.
+2022-07-21 11:24:33,983 INFO [streaming_decode.py:500] Cuts processed until now is 2900.
+2022-07-21 11:25:16,815 INFO [streaming_decode.py:500] Cuts processed until now is 3000.
+2022-07-21 11:25:57,892 INFO [streaming_decode.py:500] Cuts processed until now is 3100.
+2022-07-21 11:26:39,738 INFO [streaming_decode.py:500] Cuts processed until now is 3200.
+2022-07-21 11:27:21,490 INFO [streaming_decode.py:500] Cuts processed until now is 3300.
+2022-07-21 11:28:06,373 INFO [streaming_decode.py:500] Cuts processed until now is 3400.
+2022-07-21 11:28:51,918 INFO [streaming_decode.py:500] Cuts processed until now is 3500.
+2022-07-21 11:29:37,312 INFO [streaming_decode.py:500] Cuts processed until now is 3600.
+2022-07-21 11:30:18,767 INFO [streaming_decode.py:500] Cuts processed until now is 3700.
+2022-07-21 11:30:58,080 INFO [streaming_decode.py:500] Cuts processed until now is 3800.
+2022-07-21 11:31:37,373 INFO [streaming_decode.py:500] Cuts processed until now is 3900.
+2022-07-21 11:32:16,285 INFO [streaming_decode.py:500] Cuts processed until now is 4000.
+2022-07-21 11:32:54,761 INFO [streaming_decode.py:500] Cuts processed until now is 4100.
+2022-07-21 11:33:36,193 INFO [streaming_decode.py:500] Cuts processed until now is 4200.
+2022-07-21 11:34:19,757 INFO [streaming_decode.py:500] Cuts processed until now is 4300.
+2022-07-21 11:35:00,785 INFO [streaming_decode.py:500] Cuts processed until now is 4400.
+2022-07-21 11:35:40,318 INFO [streaming_decode.py:500] Cuts processed until now is 4500.
+2022-07-21 11:36:19,266 INFO [streaming_decode.py:500] Cuts processed until now is 4600.
+2022-07-21 11:36:58,591 INFO [streaming_decode.py:500] Cuts processed until now is 4700.
+2022-07-21 11:37:38,157 INFO [streaming_decode.py:500] Cuts processed until now is 4800.
+2022-07-21 11:38:19,144 INFO [streaming_decode.py:500] Cuts processed until now is 4900.
+2022-07-21 11:38:58,969 INFO [streaming_decode.py:500] Cuts processed until now is 5000.
+2022-07-21 11:39:38,544 INFO [streaming_decode.py:500] Cuts processed until now is 5100.
+2022-07-21 11:40:19,022 INFO [streaming_decode.py:500] Cuts processed until now is 5200.
+2022-07-21 11:41:00,236 INFO [streaming_decode.py:500] Cuts processed until now is 5300.
+2022-07-21 11:41:41,751 INFO [streaming_decode.py:500] Cuts processed until now is 5400.
+2022-07-21 11:42:26,092 INFO [streaming_decode.py:500] Cuts processed until now is 5500.
+2022-07-21 11:43:05,058 INFO [streaming_decode.py:500] Cuts processed until now is 5600.
+2022-07-21 11:43:43,551 INFO [streaming_decode.py:500] Cuts processed until now is 5700.
+2022-07-21 11:44:21,847 INFO [streaming_decode.py:500] Cuts processed until now is 5800.
+2022-07-21 11:45:00,459 INFO [streaming_decode.py:500] Cuts processed until now is 5900.
+2022-07-21 11:45:38,617 INFO [streaming_decode.py:500] Cuts processed until now is 6000.
+2022-07-21 11:46:16,879 INFO [streaming_decode.py:500] Cuts processed until now is 6100.
+2022-07-21 11:46:55,241 INFO [streaming_decode.py:500] Cuts processed until now is 6200.
+2022-07-21 11:47:32,973 INFO [streaming_decode.py:500] Cuts processed until now is 6300.
+2022-07-21 11:48:09,860 INFO [streaming_decode.py:500] Cuts processed until now is 6400.
+2022-07-21 11:48:46,421 INFO [streaming_decode.py:500] Cuts processed until now is 6500.
+2022-07-21 11:49:25,659 INFO [streaming_decode.py:500] Cuts processed until now is 6600.
+2022-07-21 11:50:01,616 INFO [streaming_decode.py:500] Cuts processed until now is 6700.
+2022-07-21 11:50:38,866 INFO [streaming_decode.py:500] Cuts processed until now is 6800.
+2022-07-21 11:51:21,531 INFO [streaming_decode.py:500] Cuts processed until now is 6900.
+2022-07-21 11:52:04,513 INFO [streaming_decode.py:500] Cuts processed until now is 7000.
+2022-07-21 11:52:40,572 INFO [streaming_decode.py:500] Cuts processed until now is 7100.
+2022-07-21 11:53:18,580 INFO [streaming_decode.py:500] Cuts processed until now is 7200.
+2022-07-21 11:53:55,103 INFO [streaming_decode.py:500] Cuts processed until now is 7300.
+2022-07-21 11:54:34,869 INFO [streaming_decode.py:500] Cuts processed until now is 7400.
+2022-07-21 11:55:14,314 INFO [streaming_decode.py:500] Cuts processed until now is 7500.
+2022-07-21 11:55:50,938 INFO [streaming_decode.py:500] Cuts processed until now is 7600.
+2022-07-21 11:56:30,333 INFO [streaming_decode.py:500] Cuts processed until now is 7700.
+2022-07-21 11:57:08,646 INFO [streaming_decode.py:500] Cuts processed until now is 7800.
+2022-07-21 11:57:46,207 INFO [streaming_decode.py:500] Cuts processed until now is 7900.
+2022-07-21 11:58:24,201 INFO [streaming_decode.py:500] Cuts processed until now is 8000.
+2022-07-21 11:59:02,439 INFO [streaming_decode.py:500] Cuts processed until now is 8100.
+2022-07-21 11:59:40,785 INFO [streaming_decode.py:500] Cuts processed until now is 8200.
+2022-07-21 12:00:21,792 INFO [streaming_decode.py:500] Cuts processed until now is 8300.
+2022-07-21 12:01:00,875 INFO [streaming_decode.py:500] Cuts processed until now is 8400.
+2022-07-21 12:01:40,600 INFO [streaming_decode.py:500] Cuts processed until now is 8500.
+2022-07-21 12:02:19,133 INFO [streaming_decode.py:500] Cuts processed until now is 8600.
+2022-07-21 12:02:58,758 INFO [streaming_decode.py:500] Cuts processed until now is 8700.
+2022-07-21 12:03:38,440 INFO [streaming_decode.py:500] Cuts processed until now is 8800.
+2022-07-21 12:04:16,673 INFO [streaming_decode.py:500] Cuts processed until now is 8900.
+2022-07-21 12:04:54,946 INFO [streaming_decode.py:500] Cuts processed until now is 9000.
+2022-07-21 12:05:33,477 INFO [streaming_decode.py:500] Cuts processed until now is 9100.
+2022-07-21 12:06:13,681 INFO [streaming_decode.py:500] Cuts processed until now is 9200.
+2022-07-21 12:06:53,006 INFO [streaming_decode.py:500] Cuts processed until now is 9300.
+2022-07-21 12:07:31,283 INFO [streaming_decode.py:500] Cuts processed until now is 9400.
+2022-07-21 12:08:10,119 INFO [streaming_decode.py:500] Cuts processed until now is 9500.
+2022-07-21 12:08:49,576 INFO [streaming_decode.py:500] Cuts processed until now is 9600.
+2022-07-21 12:09:27,575 INFO [streaming_decode.py:500] Cuts processed until now is 9700.
+2022-07-21 12:10:04,324 INFO [streaming_decode.py:500] Cuts processed until now is 9800.
+2022-07-21 12:10:44,950 INFO [streaming_decode.py:500] Cuts processed until now is 9900.
+2022-07-21 12:11:25,962 INFO [streaming_decode.py:500] Cuts processed until now is 10000.
+2022-07-21 12:12:07,543 INFO [streaming_decode.py:500] Cuts processed until now is 10100.
+2022-07-21 12:12:48,368 INFO [streaming_decode.py:500] Cuts processed until now is 10200.
+2022-07-21 12:13:25,657 INFO [streaming_decode.py:500] Cuts processed until now is 10300.
+2022-07-21 12:14:04,859 INFO [streaming_decode.py:500] Cuts processed until now is 10400.
+2022-07-21 12:14:43,336 INFO [streaming_decode.py:500] Cuts processed until now is 10500.
+2022-07-21 12:15:23,061 INFO [streaming_decode.py:500] Cuts processed until now is 10600.
+2022-07-21 12:16:00,867 INFO [streaming_decode.py:500] Cuts processed until now is 10700.
+2022-07-21 12:16:37,650 INFO [streaming_decode.py:500] Cuts processed until now is 10800.
+2022-07-21 12:17:14,487 INFO [streaming_decode.py:500] Cuts processed until now is 10900.
+2022-07-21 12:17:52,717 INFO [streaming_decode.py:500] Cuts processed until now is 11000.
+2022-07-21 12:18:32,857 INFO [streaming_decode.py:500] Cuts processed until now is 11100.
+2022-07-21 12:19:13,567 INFO [streaming_decode.py:500] Cuts processed until now is 11200.
+2022-07-21 12:19:54,472 INFO [streaming_decode.py:500] Cuts processed until now is 11300.
+2022-07-21 12:20:37,018 INFO [streaming_decode.py:500] Cuts processed until now is 11400.
+2022-07-21 12:21:20,022 INFO [streaming_decode.py:500] Cuts processed until now is 11500.
+2022-07-21 12:22:04,619 INFO [streaming_decode.py:500] Cuts processed until now is 11600.
+2022-07-21 12:22:49,156 INFO [streaming_decode.py:500] Cuts processed until now is 11700.
+2022-07-21 12:23:34,830 INFO [streaming_decode.py:500] Cuts processed until now is 11800.
+2022-07-21 12:24:16,288 INFO [streaming_decode.py:500] Cuts processed until now is 11900.
+2022-07-21 12:25:00,304 INFO [streaming_decode.py:500] Cuts processed until now is 12000.
+2022-07-21 12:25:40,739 INFO [streaming_decode.py:500] Cuts processed until now is 12100.
+2022-07-21 12:26:18,559 INFO [streaming_decode.py:500] Cuts processed until now is 12200.
+2022-07-21 12:26:54,977 INFO [streaming_decode.py:500] Cuts processed until now is 12300.
+2022-07-21 12:27:32,016 INFO [streaming_decode.py:500] Cuts processed until now is 12400.
+2022-07-21 12:28:08,230 INFO [streaming_decode.py:500] Cuts processed until now is 12500.
+2022-07-21 12:28:47,671 INFO [streaming_decode.py:500] Cuts processed until now is 12600.
+2022-07-21 12:29:27,534 INFO [streaming_decode.py:500] Cuts processed until now is 12700.
+2022-07-21 12:30:06,500 INFO [streaming_decode.py:500] Cuts processed until now is 12800.
+2022-07-21 12:30:48,448 INFO [streaming_decode.py:500] Cuts processed until now is 12900.
+2022-07-21 12:31:27,752 INFO [streaming_decode.py:500] Cuts processed until now is 13000.
+2022-07-21 12:32:05,212 INFO [streaming_decode.py:500] Cuts processed until now is 13100.
+2022-07-21 12:32:42,293 INFO [streaming_decode.py:500] Cuts processed until now is 13200.
+2022-07-21 12:33:22,631 INFO [streaming_decode.py:500] Cuts processed until now is 13300.
+2022-07-21 12:34:03,778 INFO [streaming_decode.py:500] Cuts processed until now is 13400.
+2022-07-21 12:34:46,728 INFO [streaming_decode.py:500] Cuts processed until now is 13500.
+2022-07-21 12:35:30,096 INFO [streaming_decode.py:500] Cuts processed until now is 13600.
+2022-07-21 12:36:15,520 INFO [streaming_decode.py:500] Cuts processed until now is 13700.
+2022-07-21 12:36:58,797 INFO [streaming_decode.py:500] Cuts processed until now is 13800.
+2022-07-21 12:37:43,954 INFO [streaming_decode.py:500] Cuts processed until now is 13900.
+2022-07-21 12:38:26,499 INFO [streaming_decode.py:500] Cuts processed until now is 14000.
+2022-07-21 12:39:08,761 INFO [streaming_decode.py:500] Cuts processed until now is 14100.
+2022-07-21 12:39:49,762 INFO [streaming_decode.py:500] Cuts processed until now is 14200.
+2022-07-21 12:40:32,628 INFO [streaming_decode.py:500] Cuts processed until now is 14300.
+2022-07-21 12:41:17,192 INFO [streaming_decode.py:500] Cuts processed until now is 14400.
+2022-07-21 12:42:02,201 INFO [streaming_decode.py:500] Cuts processed until now is 14500.
+2022-07-21 12:42:48,118 INFO [streaming_decode.py:500] Cuts processed until now is 14600.
+2022-07-21 12:43:32,585 INFO [streaming_decode.py:500] Cuts processed until now is 14700.
+2022-07-21 12:44:14,440 INFO [streaming_decode.py:500] Cuts processed until now is 14800.
+2022-07-21 12:44:53,714 INFO [streaming_decode.py:500] Cuts processed until now is 14900.
+2022-07-21 12:45:34,959 INFO [streaming_decode.py:500] Cuts processed until now is 15000.
+2022-07-21 12:46:15,950 INFO [streaming_decode.py:500] Cuts processed until now is 15100.
+2022-07-21 12:46:57,709 INFO [streaming_decode.py:500] Cuts processed until now is 15200.
+2022-07-21 12:47:38,376 INFO [streaming_decode.py:500] Cuts processed until now is 15300.
+2022-07-21 12:48:18,523 INFO [streaming_decode.py:500] Cuts processed until now is 15400.
+2022-07-21 12:48:59,312 INFO [streaming_decode.py:500] Cuts processed until now is 15500.
+2022-07-21 12:49:40,235 INFO [streaming_decode.py:500] Cuts processed until now is 15600.
+2022-07-21 12:50:21,876 INFO [streaming_decode.py:500] Cuts processed until now is 15700.
+2022-07-21 12:51:03,431 INFO [streaming_decode.py:500] Cuts processed until now is 15800.
+2022-07-21 12:51:44,263 INFO [streaming_decode.py:500] Cuts processed until now is 15900.
+2022-07-21 12:52:22,976 INFO [streaming_decode.py:500] Cuts processed until now is 16000.
+2022-07-21 12:53:00,295 INFO [streaming_decode.py:500] Cuts processed until now is 16100.
+2022-07-21 12:53:37,655 INFO [streaming_decode.py:500] Cuts processed until now is 16200.
+2022-07-21 12:54:14,709 INFO [streaming_decode.py:500] Cuts processed until now is 16300.
+2022-07-21 12:54:52,034 INFO [streaming_decode.py:500] Cuts processed until now is 16400.
+2022-07-21 12:55:29,600 INFO [streaming_decode.py:500] Cuts processed until now is 16500.
+2022-07-21 12:56:07,505 INFO [streaming_decode.py:500] Cuts processed until now is 16600.
+2022-07-21 12:56:47,154 INFO [streaming_decode.py:500] Cuts processed until now is 16700.
+2022-07-21 12:57:27,794 INFO [streaming_decode.py:500] Cuts processed until now is 16800.
+2022-07-21 12:58:07,696 INFO [streaming_decode.py:500] Cuts processed until now is 16900.
+2022-07-21 12:58:47,588 INFO [streaming_decode.py:500] Cuts processed until now is 17000.
+2022-07-21 12:59:26,770 INFO [streaming_decode.py:500] Cuts processed until now is 17100.
+2022-07-21 13:00:04,874 INFO [streaming_decode.py:500] Cuts processed until now is 17200.
+2022-07-21 13:00:43,137 INFO [streaming_decode.py:500] Cuts processed until now is 17300.
+2022-07-21 13:01:20,778 INFO [streaming_decode.py:500] Cuts processed until now is 17400.
+2022-07-21 13:01:58,390 INFO [streaming_decode.py:500] Cuts processed until now is 17500.
+2022-07-21 13:02:35,296 INFO [streaming_decode.py:500] Cuts processed until now is 17600.
+2022-07-21 13:03:13,148 INFO [streaming_decode.py:500] Cuts processed until now is 17700.
+2022-07-21 13:03:51,001 INFO [streaming_decode.py:500] Cuts processed until now is 17800.
+2022-07-21 13:04:28,071 INFO [streaming_decode.py:500] Cuts processed until now is 17900.
+2022-07-21 13:05:05,275 INFO [streaming_decode.py:500] Cuts processed until now is 18000.
+2022-07-21 13:05:43,260 INFO [streaming_decode.py:500] Cuts processed until now is 18100.
+2022-07-21 13:06:21,588 INFO [streaming_decode.py:500] Cuts processed until now is 18200.
+2022-07-21 13:07:00,127 INFO [streaming_decode.py:500] Cuts processed until now is 18300.
+2022-07-21 13:07:37,665 INFO [streaming_decode.py:500] Cuts processed until now is 18400.
+2022-07-21 13:08:15,448 INFO [streaming_decode.py:500] Cuts processed until now is 18500.
+2022-07-21 13:08:53,492 INFO [streaming_decode.py:500] Cuts processed until now is 18600.
+2022-07-21 13:09:31,552 INFO [streaming_decode.py:500] Cuts processed until now is 18700.
+2022-07-21 13:10:09,482 INFO [streaming_decode.py:500] Cuts processed until now is 18800.
+2022-07-21 13:10:47,530 INFO [streaming_decode.py:500] Cuts processed until now is 18900.
+2022-07-21 13:11:28,485 INFO [streaming_decode.py:500] Cuts processed until now is 19000.
+2022-07-21 13:12:07,475 INFO [streaming_decode.py:500] Cuts processed until now is 19100.
+2022-07-21 13:12:44,638 INFO [streaming_decode.py:500] Cuts processed until now is 19200.
+2022-07-21 13:13:21,478 INFO [streaming_decode.py:500] Cuts processed until now is 19300.
+2022-07-21 13:13:58,242 INFO [streaming_decode.py:500] Cuts processed until now is 19400.
+2022-07-21 13:14:35,907 INFO [streaming_decode.py:500] Cuts processed until now is 19500.
+2022-07-21 13:15:12,961 INFO [streaming_decode.py:500] Cuts processed until now is 19600.
+2022-07-21 13:15:50,211 INFO [streaming_decode.py:500] Cuts processed until now is 19700.
+2022-07-21 13:16:27,146 INFO [streaming_decode.py:500] Cuts processed until now is 19800.
+2022-07-21 13:17:03,809 INFO [streaming_decode.py:500] Cuts processed until now is 19900.
+2022-07-21 13:17:42,144 INFO [streaming_decode.py:500] Cuts processed until now is 20000.
+2022-07-21 13:18:20,722 INFO [streaming_decode.py:500] Cuts processed until now is 20100.
+2022-07-21 13:19:01,019 INFO [streaming_decode.py:500] Cuts processed until now is 20200.
+2022-07-21 13:19:45,537 INFO [streaming_decode.py:500] Cuts processed until now is 20300.
+2022-07-21 13:20:29,983 INFO [streaming_decode.py:500] Cuts processed until now is 20400.
+2022-07-21 13:21:13,183 INFO [streaming_decode.py:500] Cuts processed until now is 20500.
+2022-07-21 13:21:52,587 INFO [streaming_decode.py:500] Cuts processed until now is 20600.
+2022-07-21 13:22:31,827 INFO [streaming_decode.py:500] Cuts processed until now is 20700.
+2022-07-21 13:23:10,406 INFO [streaming_decode.py:500] Cuts processed until now is 20800.
+2022-07-21 13:23:49,227 INFO [streaming_decode.py:500] Cuts processed until now is 20900.
+2022-07-21 13:24:27,841 INFO [streaming_decode.py:500] Cuts processed until now is 21000.
+2022-07-21 13:25:06,910 INFO [streaming_decode.py:500] Cuts processed until now is 21100.
+2022-07-21 13:25:45,822 INFO [streaming_decode.py:500] Cuts processed until now is 21200.
+2022-07-21 13:26:24,186 INFO [streaming_decode.py:500] Cuts processed until now is 21300.
+2022-07-21 13:27:04,005 INFO [streaming_decode.py:500] Cuts processed until now is 21400.
+2022-07-21 13:27:45,664 INFO [streaming_decode.py:500] Cuts processed until now is 21500.
+2022-07-21 13:28:26,919 INFO [streaming_decode.py:500] Cuts processed until now is 21600.
+2022-07-21 13:29:12,587 INFO [streaming_decode.py:500] Cuts processed until now is 21700.
+2022-07-21 13:29:53,029 INFO [streaming_decode.py:500] Cuts processed until now is 21800.
+2022-07-21 13:30:31,671 INFO [streaming_decode.py:500] Cuts processed until now is 21900.
+2022-07-21 13:31:10,103 INFO [streaming_decode.py:500] Cuts processed until now is 22000.
+2022-07-21 13:31:48,658 INFO [streaming_decode.py:500] Cuts processed until now is 22100.
+2022-07-21 13:32:27,411 INFO [streaming_decode.py:500] Cuts processed until now is 22200.
+2022-07-21 13:33:06,382 INFO [streaming_decode.py:500] Cuts processed until now is 22300.
+2022-07-21 13:33:45,010 INFO [streaming_decode.py:500] Cuts processed until now is 22400.
+2022-07-21 13:34:24,284 INFO [streaming_decode.py:500] Cuts processed until now is 22500.
+2022-07-21 13:35:02,414 INFO [streaming_decode.py:500] Cuts processed until now is 22600.
+2022-07-21 13:35:41,587 INFO [streaming_decode.py:500] Cuts processed until now is 22700.
+2022-07-21 13:36:21,422 INFO [streaming_decode.py:500] Cuts processed until now is 22800.
+2022-07-21 13:36:59,945 INFO [streaming_decode.py:500] Cuts processed until now is 22900.
+2022-07-21 13:37:39,704 INFO [streaming_decode.py:500] Cuts processed until now is 23000.
+2022-07-21 13:38:20,017 INFO [streaming_decode.py:500] Cuts processed until now is 23100.
+2022-07-21 13:39:04,950 INFO [streaming_decode.py:500] Cuts processed until now is 23200.
+2022-07-21 13:39:48,840 INFO [streaming_decode.py:500] Cuts processed until now is 23300.
+2022-07-21 13:40:34,055 INFO [streaming_decode.py:500] Cuts processed until now is 23400.
+2022-07-21 13:41:18,138 INFO [streaming_decode.py:500] Cuts processed until now is 23500.
+2022-07-21 13:42:08,606 INFO [streaming_decode.py:500] Cuts processed until now is 23600.
+2022-07-21 13:42:56,109 INFO [streaming_decode.py:500] Cuts processed until now is 23700.
+2022-07-21 13:43:39,669 INFO [streaming_decode.py:500] Cuts processed until now is 23800.
+2022-07-21 13:44:21,847 INFO [streaming_decode.py:500] Cuts processed until now is 23900.
+2022-07-21 13:45:02,206 INFO [streaming_decode.py:500] Cuts processed until now is 24000.
+2022-07-21 13:45:42,710 INFO [streaming_decode.py:500] Cuts processed until now is 24100.
+2022-07-21 13:46:22,579 INFO [streaming_decode.py:500] Cuts processed until now is 24200.
+2022-07-21 13:47:01,746 INFO [streaming_decode.py:500] Cuts processed until now is 24300.
+2022-07-21 13:47:40,684 INFO [streaming_decode.py:500] Cuts processed until now is 24400.
+2022-07-21 13:48:20,562 INFO [streaming_decode.py:500] Cuts processed until now is 24500.
+2022-07-21 13:49:01,580 INFO [streaming_decode.py:500] Cuts processed until now is 24600.
+2022-07-21 13:49:44,813 INFO [streaming_decode.py:500] Cuts processed until now is 24700.
+2022-07-21 13:50:17,885 INFO [streaming_decode.py:543] The transcripts are stored in pruned_transducer_stateless5/exp_L_streaming/streaming/greedy_search/recogs-TEST_NET-greedy_search-epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0.txt
+2022-07-21 13:50:18,564 INFO [utils.py:410] [TEST_NET-greedy_search] %WER 10.80% [44890 / 415747, 4392 ins, 9579 del, 30919 sub ]
+2022-07-21 13:50:20,192 INFO [streaming_decode.py:556] Wrote detailed error stats to pruned_transducer_stateless5/exp_L_streaming/streaming/greedy_search/errs-TEST_NET-greedy_search-epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0.txt
+2022-07-21 13:50:20,193 INFO [streaming_decode.py:573] 
+For TEST_NET, WER of different settings are:
+greedy_search	10.8	best for TEST_NET
+
+2022-07-21 13:50:20,539 INFO [streaming_decode.py:500] Cuts processed until now is 0.
+2022-07-21 13:51:01,477 INFO [streaming_decode.py:500] Cuts processed until now is 100.
+2022-07-21 13:51:42,361 INFO [streaming_decode.py:500] Cuts processed until now is 200.
+2022-07-21 13:52:24,774 INFO [streaming_decode.py:500] Cuts processed until now is 300.
+2022-07-21 13:53:04,628 INFO [streaming_decode.py:500] Cuts processed until now is 400.
+2022-07-21 13:53:49,386 INFO [streaming_decode.py:500] Cuts processed until now is 500.
+2022-07-21 13:54:33,428 INFO [streaming_decode.py:500] Cuts processed until now is 600.
+2022-07-21 13:55:16,455 INFO [streaming_decode.py:500] Cuts processed until now is 700.
+2022-07-21 13:56:00,036 INFO [streaming_decode.py:500] Cuts processed until now is 800.
+2022-07-21 13:56:45,584 INFO [streaming_decode.py:500] Cuts processed until now is 900.
+2022-07-21 13:57:29,841 INFO [streaming_decode.py:500] Cuts processed until now is 1000.
+2022-07-21 13:58:11,945 INFO [streaming_decode.py:500] Cuts processed until now is 1100.
+2022-07-21 13:58:56,685 INFO [streaming_decode.py:500] Cuts processed until now is 1200.
+2022-07-21 13:59:39,043 INFO [streaming_decode.py:500] Cuts processed until now is 1300.
+2022-07-21 14:00:22,300 INFO [streaming_decode.py:500] Cuts processed until now is 1400.
+2022-07-21 14:01:04,132 INFO [streaming_decode.py:500] Cuts processed until now is 1500.
+2022-07-21 14:01:48,730 INFO [streaming_decode.py:500] Cuts processed until now is 1600.
+2022-07-21 14:02:31,112 INFO [streaming_decode.py:500] Cuts processed until now is 1700.
+2022-07-21 14:03:14,082 INFO [streaming_decode.py:500] Cuts processed until now is 1800.
+2022-07-21 14:03:57,502 INFO [streaming_decode.py:500] Cuts processed until now is 1900.
+2022-07-21 14:04:41,135 INFO [streaming_decode.py:500] Cuts processed until now is 2000.
+2022-07-21 14:05:24,129 INFO [streaming_decode.py:500] Cuts processed until now is 2100.
+2022-07-21 14:06:06,452 INFO [streaming_decode.py:500] Cuts processed until now is 2200.
+2022-07-21 14:06:47,727 INFO [streaming_decode.py:500] Cuts processed until now is 2300.
+2022-07-21 14:07:27,581 INFO [streaming_decode.py:500] Cuts processed until now is 2400.
+2022-07-21 14:08:09,094 INFO [streaming_decode.py:500] Cuts processed until now is 2500.
+2022-07-21 14:08:50,623 INFO [streaming_decode.py:500] Cuts processed until now is 2600.
+2022-07-21 14:09:35,126 INFO [streaming_decode.py:500] Cuts processed until now is 2700.
+2022-07-21 14:10:19,059 INFO [streaming_decode.py:500] Cuts processed until now is 2800.
+2022-07-21 14:10:59,768 INFO [streaming_decode.py:500] Cuts processed until now is 2900.
+2022-07-21 14:11:41,097 INFO [streaming_decode.py:500] Cuts processed until now is 3000.
+2022-07-21 14:12:23,492 INFO [streaming_decode.py:500] Cuts processed until now is 3100.
+2022-07-21 14:13:06,038 INFO [streaming_decode.py:500] Cuts processed until now is 3200.
+2022-07-21 14:13:48,047 INFO [streaming_decode.py:500] Cuts processed until now is 3300.
+2022-07-21 14:14:29,496 INFO [streaming_decode.py:500] Cuts processed until now is 3400.
+2022-07-21 14:15:14,019 INFO [streaming_decode.py:500] Cuts processed until now is 3500.
+2022-07-21 14:15:56,348 INFO [streaming_decode.py:500] Cuts processed until now is 3600.
+2022-07-21 14:16:39,924 INFO [streaming_decode.py:500] Cuts processed until now is 3700.
+2022-07-21 14:17:20,434 INFO [streaming_decode.py:500] Cuts processed until now is 3800.
+2022-07-21 14:18:05,108 INFO [streaming_decode.py:500] Cuts processed until now is 3900.
+2022-07-21 14:18:52,556 INFO [streaming_decode.py:500] Cuts processed until now is 4000.
+2022-07-21 14:19:35,697 INFO [streaming_decode.py:500] Cuts processed until now is 4100.
+2022-07-21 14:20:18,346 INFO [streaming_decode.py:500] Cuts processed until now is 4200.
+2022-07-21 14:20:58,726 INFO [streaming_decode.py:500] Cuts processed until now is 4300.
+2022-07-21 14:21:39,257 INFO [streaming_decode.py:500] Cuts processed until now is 4400.
+2022-07-21 14:22:20,173 INFO [streaming_decode.py:500] Cuts processed until now is 4500.
+2022-07-21 14:23:01,750 INFO [streaming_decode.py:500] Cuts processed until now is 4600.
+2022-07-21 14:23:42,513 INFO [streaming_decode.py:500] Cuts processed until now is 4700.
+2022-07-21 14:24:22,269 INFO [streaming_decode.py:500] Cuts processed until now is 4800.
+2022-07-21 14:25:04,674 INFO [streaming_decode.py:500] Cuts processed until now is 4900.
+2022-07-21 14:25:45,996 INFO [streaming_decode.py:500] Cuts processed until now is 5000.
+2022-07-21 14:26:28,857 INFO [streaming_decode.py:500] Cuts processed until now is 5100.
+2022-07-21 14:27:10,212 INFO [streaming_decode.py:500] Cuts processed until now is 5200.
+2022-07-21 14:27:51,539 INFO [streaming_decode.py:500] Cuts processed until now is 5300.
+2022-07-21 14:28:33,565 INFO [streaming_decode.py:500] Cuts processed until now is 5400.
+2022-07-21 14:29:18,267 INFO [streaming_decode.py:500] Cuts processed until now is 5500.
+2022-07-21 14:30:02,664 INFO [streaming_decode.py:500] Cuts processed until now is 5600.
+2022-07-21 14:30:47,303 INFO [streaming_decode.py:500] Cuts processed until now is 5700.
+2022-07-21 14:31:30,713 INFO [streaming_decode.py:500] Cuts processed until now is 5800.
+2022-07-21 14:32:14,712 INFO [streaming_decode.py:500] Cuts processed until now is 5900.
+2022-07-21 14:32:59,385 INFO [streaming_decode.py:500] Cuts processed until now is 6000.
+2022-07-21 14:33:45,072 INFO [streaming_decode.py:500] Cuts processed until now is 6100.
+2022-07-21 14:34:31,883 INFO [streaming_decode.py:500] Cuts processed until now is 6200.
+2022-07-21 14:35:18,156 INFO [streaming_decode.py:500] Cuts processed until now is 6300.
+2022-07-21 14:36:03,777 INFO [streaming_decode.py:500] Cuts processed until now is 6400.
+2022-07-21 14:36:52,061 INFO [streaming_decode.py:500] Cuts processed until now is 6500.
+2022-07-21 14:37:37,195 INFO [streaming_decode.py:500] Cuts processed until now is 6600.
+2022-07-21 14:38:21,778 INFO [streaming_decode.py:500] Cuts processed until now is 6700.
+2022-07-21 14:39:08,934 INFO [streaming_decode.py:500] Cuts processed until now is 6800.
+2022-07-21 14:39:51,376 INFO [streaming_decode.py:500] Cuts processed until now is 6900.
+2022-07-21 14:40:33,263 INFO [streaming_decode.py:500] Cuts processed until now is 7000.
+2022-07-21 14:41:14,122 INFO [streaming_decode.py:500] Cuts processed until now is 7100.
+2022-07-21 14:41:58,347 INFO [streaming_decode.py:500] Cuts processed until now is 7200.
+2022-07-21 14:42:39,410 INFO [streaming_decode.py:500] Cuts processed until now is 7300.
+2022-07-21 14:43:24,371 INFO [streaming_decode.py:500] Cuts processed until now is 7400.
+2022-07-21 14:44:08,556 INFO [streaming_decode.py:500] Cuts processed until now is 7500.
+2022-07-21 14:44:53,848 INFO [streaming_decode.py:500] Cuts processed until now is 7600.
+2022-07-21 14:45:37,456 INFO [streaming_decode.py:500] Cuts processed until now is 7700.
+2022-07-21 14:46:19,487 INFO [streaming_decode.py:500] Cuts processed until now is 7800.
+2022-07-21 14:47:03,589 INFO [streaming_decode.py:500] Cuts processed until now is 7900.
+2022-07-21 14:47:47,733 INFO [streaming_decode.py:500] Cuts processed until now is 8000.
+2022-07-21 14:48:31,431 INFO [streaming_decode.py:500] Cuts processed until now is 8100.
+2022-07-21 14:49:15,729 INFO [streaming_decode.py:500] Cuts processed until now is 8200.
+2022-07-21 14:50:00,400 INFO [streaming_decode.py:500] Cuts processed until now is 8300.
+2022-07-21 14:50:36,664 INFO [streaming_decode.py:543] The transcripts are stored in pruned_transducer_stateless5/exp_L_streaming/streaming/greedy_search/recogs-TEST_MEETING-greedy_search-epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0.txt
+2022-07-21 14:50:37,035 INFO [utils.py:410] [TEST_MEETING-greedy_search] %WER 16.82% [37068 / 220385, 3222 ins, 13556 del, 20290 sub ]
+2022-07-21 14:50:37,914 INFO [streaming_decode.py:556] Wrote detailed error stats to pruned_transducer_stateless5/exp_L_streaming/streaming/greedy_search/errs-TEST_MEETING-greedy_search-epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0.txt
+2022-07-21 14:50:37,915 INFO [streaming_decode.py:573] 
+For TEST_MEETING, WER of different settings are:
+greedy_search	16.82	best for TEST_MEETING
+
+2022-07-21 14:50:37,916 INFO [streaming_decode.py:747] Done!

log/greedy_search/wer-summary-DEV-greedy_search-epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0.txt

@@ -0,0 +1,2 @@
+settings	WER
+greedy_search	8.79

log/greedy_search/wer-summary-TEST_MEETING-greedy_search-epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0.txt

@@ -0,0 +1,2 @@
+settings	WER
+greedy_search	16.82

log/greedy_search/wer-summary-TEST_NET-greedy_search-epoch-5-avg-1-streaming-chunk-size-16-left-context-64-right-context-0.txt

@@ -0,0 +1,2 @@
+settings	WER
+greedy_search	10.8