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b/logs/greedy_search/log-decode-epoch-10-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-41-48 new file mode 100644 index 0000000000000000000000000000000000000000..42791544fd5cf411744d77c743ed4272b4e0b38a --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-41-48 @@ -0,0 +1,46 @@ +2023-06-05 17:41:48,773 INFO [decode.py:680] Decoding started +2023-06-05 17:41:48,774 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:41:50,414 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:41:50,587 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 10, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:41:50,588 INFO [decode.py:694] About to create model +2023-06-05 17:41:51,228 INFO [decode.py:761] Calculating the averaged model over epoch range from 9 (excluded) to 10 +2023-06-05 17:42:00,270 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:42:00,270 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:42:00,277 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:42:00,862 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:42:00,863 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:42:00,918 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:42:01,491 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:42:04,071 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:42:17,518 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3314, 2.5867, 3.9113, 4.0221], device='cuda:0') +2023-06-05 17:42:42,081 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:43:03,053 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:43:03,431 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.26% [30613 / 330498, 1410 ins, 18593 del, 10610 sub ] +2023-06-05 17:43:04,446 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:43:04,450 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.26 best for DEV + +2023-06-05 17:43:04,690 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:43:06,637 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:43:45,273 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:43:49,878 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.6587, 5.3528, 5.1476, 5.7976], device='cuda:0') +2023-06-05 17:44:19,500 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:44:22,059 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:44:22,570 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.21% [34146 / 415746, 1578 ins, 13325 del, 19243 sub ] +2023-06-05 17:44:23,948 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:44:23,953 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.21 best for TEST_NET + +2023-06-05 17:44:25,971 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:44:37,265 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6045, 3.2823, 2.2366, 3.3692], device='cuda:0') +2023-06-05 17:45:07,876 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:45:17,827 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:45:18,085 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.53% [36432 / 220385, 1008 ins, 25406 del, 10018 sub ] +2023-06-05 17:45:18,782 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:45:18,786 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.53 best for TEST_MEETING + +2023-06-05 17:45:18,786 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-38-15 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-38-15 new file mode 100644 index 0000000000000000000000000000000000000000..d1b0dc2ee9fb13d336a769db0392b5a1109f32ca --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-38-15 @@ -0,0 +1,51 @@ +2023-06-05 17:38:15,954 INFO [decode.py:680] Decoding started +2023-06-05 17:38:15,954 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:38:17,555 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:38:17,721 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:38:17,721 INFO [decode.py:694] About to create model +2023-06-05 17:38:18,363 INFO [decode.py:761] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-05 17:38:27,425 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:38:27,426 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:38:27,433 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:38:27,985 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:38:27,986 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:38:28,038 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:38:28,550 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:38:31,123 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:38:34,263 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.0272, 4.2322, 2.5304, 2.3258], device='cuda:0') +2023-06-05 17:39:08,720 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:39:28,424 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1100, 4.5998, 2.3966, 2.0526], device='cuda:0') +2023-06-05 17:39:29,659 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:39:30,041 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.01% [29782 / 330498, 1483 ins, 17497 del, 10802 sub ] +2023-06-05 17:39:31,071 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:39:31,075 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.01 best for DEV + +2023-06-05 17:39:31,307 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:39:33,213 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:39:41,952 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1701, 3.2856, 2.7277, 4.2692], device='cuda:0') +2023-06-05 17:39:56,449 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3856, 2.9399, 2.5110, 2.7245, 2.7783, 2.5254, 2.8202, 3.1137], + device='cuda:0') +2023-06-05 17:40:07,037 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.6131, 3.9151, 3.8424, 3.6385, 3.4761, 3.4207, 4.0137, 2.9585], + device='cuda:0') +2023-06-05 17:40:11,407 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:40:14,947 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.2609, 2.1508, 1.9411, 2.1982], device='cuda:0') +2023-06-05 17:40:45,910 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:40:48,449 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:40:48,956 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.08% [33601 / 415746, 1703 ins, 12455 del, 19443 sub ] +2023-06-05 17:40:50,299 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:40:50,303 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.08 best for TEST_NET + +2023-06-05 17:40:52,314 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:41:33,971 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:41:43,901 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:41:44,154 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 15.69% [34588 / 220385, 1112 ins, 23281 del, 10195 sub ] +2023-06-05 17:41:44,847 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:41:44,850 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 15.69 best for TEST_MEETING + +2023-06-05 17:41:44,851 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-27-11 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-27-11 new file mode 100644 index 0000000000000000000000000000000000000000..ec282c4e0402dd6ca0c2e6ddd84f004cfa769928 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-27-11 @@ -0,0 +1,15 @@ +2023-06-13 16:27:11,323 INFO [decode.py:683] Decoding started +2023-06-13 16:27:11,324 INFO [decode.py:689] Device: cuda:0 +2023-06-13 16:27:13,151 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:27:13,476 INFO [decode.py:695] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-clean', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:27:13,480 INFO [decode.py:697] About to create model +2023-06-13 16:27:14,230 INFO [decode.py:764] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:27:32,254 INFO [decode.py:798] Number of model parameters: 75879898 +2023-06-13 16:27:32,255 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:27:32,271 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:27:32,833 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:27:32,837 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:27:32,856 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:27:32,915 WARNING [decode.py:807] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:27:33,446 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:27:33,492 INFO [asr_datamodule.py:367] About to create test dataset diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-33-14 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-33-14 new file mode 100644 index 0000000000000000000000000000000000000000..8844a6b4df27507c6cce354f16a7a995acca6794 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-33-14 @@ -0,0 +1,15 @@ +2023-06-13 16:33:14,089 INFO [decode.py:685] Decoding started +2023-06-13 16:33:14,089 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:33:15,766 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:33:15,956 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:33:15,958 INFO [decode.py:704] About to create model +2023-06-13 16:33:16,660 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:33:33,616 INFO [decode.py:805] Number of model parameters: 75879898 +2023-06-13 16:33:33,621 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:33:33,662 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:33:34,237 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:33:34,238 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:33:34,252 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:33:34,314 WARNING [decode.py:814] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:33:34,840 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:33:34,842 INFO [asr_datamodule.py:367] About to create test dataset diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-35-41 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-35-41 new file mode 100644 index 0000000000000000000000000000000000000000..b1496eaf8f60298a0a049c270e5b06ee73221264 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-35-41 @@ -0,0 +1,51 @@ +2023-06-13 16:35:41,814 INFO [decode.py:685] Decoding started +2023-06-13 16:35:41,814 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:35:43,539 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:35:43,733 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:35:43,734 INFO [decode.py:704] About to create model +2023-06-13 16:35:44,422 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:35:59,402 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:35:59,402 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:35:59,409 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:36:00,037 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:36:00,037 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:36:00,040 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:36:00,096 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:36:00,670 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:36:00,690 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:36:03,700 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:36:42,389 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:37:05,007 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_1.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:37:05,398 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_1.0] %WER 8.12% [26836 / 330498, 1942 ins, 13665 del, 11229 sub ] +2023-06-13 16:37:06,450 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_1.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:37:06,461 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_1.0 8.12 best for DEV + +2023-06-13 16:37:06,753 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:37:09,319 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 16:37:33,699 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.7191, 4.8420, 2.2883, 4.4645], device='cuda:0') +2023-06-13 16:37:34,409 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([6.3553, 6.1895, 6.0529, 6.4816], device='cuda:0') +2023-06-13 16:37:50,416 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 16:37:57,420 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1347, 2.9229, 2.2701, 2.9553, 3.0878, 2.0791, 3.3069, 2.7728], + device='cuda:0') +2023-06-13 16:38:26,336 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 16:38:29,174 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_1.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:38:29,723 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_1.0] %WER 7.78% [32332 / 415746, 2306 ins, 10032 del, 19994 sub ] +2023-06-13 16:38:31,162 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_1.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:38:31,166 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_1.0 7.78 best for TEST_NET + +2023-06-13 16:38:34,144 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 16:38:35,906 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.4384, 2.9975, 2.5576, 3.0397, 3.2553, 2.4338, 3.2962, 2.9166], + device='cuda:0') +2023-06-13 16:39:17,616 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 16:39:28,363 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_1.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:39:28,636 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_1.0] %WER 13.63% [30041 / 220385, 1736 ins, 17300 del, 11005 sub ] +2023-06-13 16:39:29,365 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_1.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:39:29,400 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_1.0 13.63 best for TEST_MEETING + +2023-06-13 16:39:29,401 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-27-41 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-27-41 new file mode 100644 index 0000000000000000000000000000000000000000..916d71c5074dbed5f6e113eb739a1019299c3c43 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-27-41 @@ -0,0 +1,15 @@ +2023-06-13 16:27:41,157 INFO [decode.py:683] Decoding started +2023-06-13 16:27:41,157 INFO [decode.py:689] Device: cuda:0 +2023-06-13 16:27:42,909 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:27:43,098 INFO [decode.py:695] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-clean', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:27:43,100 INFO [decode.py:697] About to create model +2023-06-13 16:27:43,821 INFO [decode.py:764] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:27:57,351 INFO [decode.py:798] Number of model parameters: 75879898 +2023-06-13 16:27:57,353 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:27:57,424 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:27:57,995 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:27:57,998 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:27:58,004 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:27:58,059 WARNING [decode.py:807] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:27:58,596 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:27:58,598 INFO [asr_datamodule.py:367] About to create test dataset diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-33-39 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-33-39 new file mode 100644 index 0000000000000000000000000000000000000000..103c9fee992335d9c93084648eb6a7d81b49d27d --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-33-39 @@ -0,0 +1,15 @@ +2023-06-13 16:33:39,955 INFO [decode.py:685] Decoding started +2023-06-13 16:33:39,959 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:33:41,730 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:33:41,931 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:33:41,932 INFO [decode.py:704] About to create model +2023-06-13 16:33:42,692 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:33:57,266 INFO [decode.py:805] Number of model parameters: 75879898 +2023-06-13 16:33:57,277 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:33:57,328 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:33:57,896 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:33:57,896 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:33:57,898 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:33:57,957 WARNING [decode.py:814] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:33:58,487 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:33:58,489 INFO [asr_datamodule.py:367] About to create test dataset diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-39-34 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-39-34 new file mode 100644 index 0000000000000000000000000000000000000000..e8ecc9134f940afb31716f6394edc14fce0a0a6f --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-39-34 @@ -0,0 +1,46 @@ +2023-06-13 16:39:34,403 INFO [decode.py:685] Decoding started +2023-06-13 16:39:34,403 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:39:36,192 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:39:36,390 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:39:36,391 INFO [decode.py:704] About to create model +2023-06-13 16:39:37,137 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:39:50,296 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:39:50,296 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:39:50,304 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:39:50,860 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:39:50,861 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:39:50,863 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:39:50,921 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:39:51,443 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:39:51,450 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:39:54,266 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:40:34,010 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:40:56,153 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_1.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:40:56,547 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_1.5] %WER 7.74% [25570 / 330498, 2206 ins, 11934 del, 11430 sub ] +2023-06-13 16:40:57,614 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_1.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:40:57,644 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_1.5 7.74 best for DEV + +2023-06-13 16:40:57,904 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:41:00,000 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 16:41:40,331 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 16:42:03,994 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1974, 2.9524, 3.6156, 3.5701], device='cuda:0') +2023-06-13 16:42:15,974 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 16:42:18,761 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_1.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:42:19,305 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_1.5] %WER 7.70% [32022 / 415746, 2718 ins, 9090 del, 20214 sub ] +2023-06-13 16:42:20,746 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_1.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:42:20,756 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_1.5 7.7 best for TEST_NET + +2023-06-13 16:42:23,133 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 16:43:05,304 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 16:43:15,674 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_1.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:43:15,981 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_1.5] %WER 13.05% [28754 / 220385, 2168 ins, 15191 del, 11395 sub ] +2023-06-13 16:43:16,703 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_1.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:43:16,706 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_1.5 13.05 best for TEST_MEETING + +2023-06-13 16:43:16,706 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-28-05 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-28-05 new file mode 100644 index 0000000000000000000000000000000000000000..674a39333609c57781b076e4784ad5d88f7adddd --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-28-05 @@ -0,0 +1,15 @@ +2023-06-13 16:28:05,344 INFO [decode.py:683] Decoding started +2023-06-13 16:28:05,345 INFO [decode.py:689] Device: cuda:0 +2023-06-13 16:28:07,106 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:28:07,294 INFO [decode.py:695] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-clean', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:28:07,298 INFO [decode.py:697] About to create model +2023-06-13 16:28:08,025 INFO [decode.py:764] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:28:20,073 INFO [decode.py:798] Number of model parameters: 75879898 +2023-06-13 16:28:20,073 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:28:20,084 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:28:20,651 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:28:20,652 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:28:20,656 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:28:20,714 WARNING [decode.py:807] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:28:21,255 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:28:21,256 INFO [asr_datamodule.py:367] About to create test dataset diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-43-21 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-43-21 new file mode 100644 index 0000000000000000000000000000000000000000..ab63b26c8e8b88d85c7186130318b8950ea21b58 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-43-21 @@ -0,0 +1,55 @@ +2023-06-13 16:43:21,728 INFO [decode.py:685] Decoding started +2023-06-13 16:43:21,728 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:43:23,622 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:43:23,824 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:43:23,825 INFO [decode.py:704] About to create model +2023-06-13 16:43:24,549 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:43:36,943 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:43:36,962 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:43:36,992 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:43:37,556 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:43:37,561 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:43:37,567 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:43:37,621 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:43:38,151 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:43:38,162 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:43:41,020 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:43:58,995 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.8388, 2.5449, 2.0449, 2.6258, 2.4247, 1.8047, 2.7527, 2.5100], + device='cuda:0') +2023-06-13 16:44:20,590 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:44:42,470 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:44:42,879 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.45% [24626 / 330498, 2530 ins, 10463 del, 11633 sub ] +2023-06-13 16:44:43,989 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:44:43,993 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.45 best for DEV + +2023-06-13 16:44:44,240 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:44:46,407 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 16:44:47,984 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.2500, 2.7989, 2.3941, 2.4868, 2.6487, 2.3951, 2.6565, 2.9391], + device='cuda:0') +2023-06-13 16:45:11,242 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.6568, 5.7816, 4.1157, 5.3600], device='cuda:0') +2023-06-13 16:45:26,628 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 16:45:49,064 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.4926, 2.1173, 2.2002, 1.8579, 2.2642, 1.6306, 2.3758, 2.2015], + device='cuda:0') +2023-06-13 16:46:02,216 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 16:46:05,012 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:46:05,569 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 7.70% [31995 / 415746, 3333 ins, 8230 del, 20432 sub ] +2023-06-13 16:46:07,075 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:46:07,098 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 7.7 best for TEST_NET + +2023-06-13 16:46:09,461 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 16:46:32,066 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([6.2935, 6.1807, 5.9958, 6.4427], device='cuda:0') +2023-06-13 16:46:53,871 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 16:46:54,149 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.0422, 2.7819, 2.7325, 2.7189, 2.9962, 2.2456, 3.1511, 3.0551], + device='cuda:0') +2023-06-13 16:47:04,313 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:47:04,590 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 12.69% [27963 / 220385, 2663 ins, 13544 del, 11756 sub ] +2023-06-13 16:47:05,342 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:47:05,346 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 12.69 best for TEST_MEETING + +2023-06-13 16:47:05,346 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-18-03-05 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-18-03-05 new file mode 100644 index 0000000000000000000000000000000000000000..e0cec7a7298a539cb6e450e97a59d4e98faa1e75 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-18-03-05 @@ -0,0 +1,55 @@ +2023-06-13 18:03:05,306 INFO [decode.py:685] Decoding started +2023-06-13 18:03:05,307 INFO [decode.py:691] Device: cuda:0 +2023-06-13 18:03:07,041 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 18:03:07,238 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 18:03:07,240 INFO [decode.py:704] About to create model +2023-06-13 18:03:07,943 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 18:03:22,330 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 18:03:22,332 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 18:03:22,370 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 18:03:22,950 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 18:03:22,950 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 18:03:22,963 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 18:03:23,015 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 18:03:23,546 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 18:03:23,548 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 18:03:26,340 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 18:03:37,898 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.9271, 3.6210, 3.7653, 3.0570], device='cuda:0') +2023-06-13 18:03:53,325 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.7752, 5.5664, 5.2705, 5.9146], device='cuda:0') +2023-06-13 18:04:05,277 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 18:04:06,872 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.3947, 3.0657, 2.4704, 3.7599], device='cuda:0') +2023-06-13 18:04:26,760 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:04:27,150 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.45% [24626 / 330498, 2530 ins, 10463 del, 11633 sub ] +2023-06-13 18:04:28,214 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:04:28,217 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.45 best for DEV + +2023-06-13 18:04:28,443 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 18:04:30,494 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 18:04:45,930 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([6.3500, 6.0717, 6.0212, 5.8489], device='cuda:0') +2023-06-13 18:04:49,748 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.0131, 2.6891, 2.7288, 2.5219, 2.9274, 2.0156, 3.0797, 2.8518], + device='cuda:0') +2023-06-13 18:05:01,507 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.0952, 2.6050, 1.8624, 1.8774], device='cuda:0') +2023-06-13 18:05:01,578 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.1911, 1.4998, 1.3400, 1.5694, 1.3851, 1.0550, 1.6524, 1.4620], + device='cuda:0') +2023-06-13 18:05:10,576 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 18:05:45,984 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 18:05:48,757 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:05:49,350 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 7.70% [31995 / 415746, 3333 ins, 8230 del, 20432 sub ] +2023-06-13 18:05:50,786 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:05:50,789 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 7.7 best for TEST_NET + +2023-06-13 18:05:52,965 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 18:06:02,484 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.8860, 4.9874, 2.5756, 4.6951], device='cuda:0') +2023-06-13 18:06:36,501 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 18:06:46,786 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:06:47,052 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 12.69% [27963 / 220385, 2663 ins, 13544 del, 11756 sub ] +2023-06-13 18:06:47,938 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:06:47,963 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 12.69 best for TEST_MEETING + +2023-06-13 18:06:47,963 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-28-28 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-28-28 new file mode 100644 index 0000000000000000000000000000000000000000..c354fe309c5a0ef91e39598f3cc3dea1b44eece0 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-28-28 @@ -0,0 +1,15 @@ +2023-06-13 16:28:28,910 INFO [decode.py:683] Decoding started +2023-06-13 16:28:28,910 INFO [decode.py:689] Device: cuda:0 +2023-06-13 16:28:30,593 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:28:30,791 INFO [decode.py:695] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-clean', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:28:30,793 INFO [decode.py:697] About to create model +2023-06-13 16:28:31,501 INFO [decode.py:764] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:28:44,759 INFO [decode.py:798] Number of model parameters: 75879898 +2023-06-13 16:28:44,762 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:28:44,809 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:28:45,380 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:28:45,380 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:28:45,382 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:28:45,434 WARNING [decode.py:807] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:28:45,965 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:28:45,967 INFO [asr_datamodule.py:367] About to create test dataset diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-47-10 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-47-10 new file mode 100644 index 0000000000000000000000000000000000000000..7f2a3d856e7ef0b8b4fa34ec68cae9dd7e9952f7 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-47-10 @@ -0,0 +1,49 @@ +2023-06-13 16:47:10,212 INFO [decode.py:685] Decoding started +2023-06-13 16:47:10,214 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:47:11,925 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:47:12,128 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:47:12,132 INFO [decode.py:704] About to create model +2023-06-13 16:47:12,829 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:47:25,146 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:47:25,148 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:47:25,195 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:47:25,753 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:47:25,756 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:47:25,766 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:47:25,820 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:47:26,346 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:47:26,356 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:47:29,269 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:48:08,953 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:48:32,067 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:48:32,476 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.5] %WER 7.28% [24060 / 330498, 2923 ins, 9343 del, 11794 sub ] +2023-06-13 16:48:33,581 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:48:33,600 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.5 7.28 best for DEV + +2023-06-13 16:48:33,845 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:48:35,799 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 16:49:11,140 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.2910, 1.6339, 1.2350, 1.6097, 1.6906, 1.6652, 1.5796, 1.5982], + device='cuda:0') +2023-06-13 16:49:16,215 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 16:49:52,417 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 16:49:53,739 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.2517, 4.9003, 3.5075, 3.3184], device='cuda:0') +2023-06-13 16:49:55,207 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:49:55,768 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.5] %WER 7.76% [32264 / 415746, 4203 ins, 7434 del, 20627 sub ] +2023-06-13 16:49:57,197 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:49:57,225 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.5 7.76 best for TEST_NET + +2023-06-13 16:49:59,477 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 16:50:00,745 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.3583, 2.4170, 2.1524, 2.2785], device='cuda:0') +2023-06-13 16:50:42,121 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 16:50:52,455 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:50:52,739 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.5] %WER 12.50% [27542 / 220385, 3319 ins, 12226 del, 11997 sub ] +2023-06-13 16:50:53,465 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.5-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:50:53,469 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.5 12.5 best for TEST_MEETING + +2023-06-13 16:50:53,469 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-16-28-53 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-16-28-53 new file mode 100644 index 0000000000000000000000000000000000000000..8f3004951bf3938e4d0e419dcdb18cbc340ce723 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-16-28-53 @@ -0,0 +1,15 @@ +2023-06-13 16:28:53,394 INFO [decode.py:683] Decoding started +2023-06-13 16:28:53,395 INFO [decode.py:689] Device: cuda:0 +2023-06-13 16:28:55,268 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:28:55,466 INFO [decode.py:695] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-clean', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 3.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:28:55,468 INFO [decode.py:697] About to create model +2023-06-13 16:28:56,201 INFO [decode.py:764] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:29:08,791 INFO [decode.py:798] Number of model parameters: 75879898 +2023-06-13 16:29:08,791 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:29:08,831 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:29:09,394 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:29:09,394 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:29:09,398 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:29:09,450 WARNING [decode.py:807] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:29:09,995 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:29:09,997 INFO [asr_datamodule.py:367] About to create test dataset diff --git a/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-16-50-58 b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-16-50-58 new file mode 100644 index 0000000000000000000000000000000000000000..8a04c610eab660bf651b7b3c5770c8754b039cf7 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-16-50-58 @@ -0,0 +1,47 @@ +2023-06-13 16:50:58,825 INFO [decode.py:685] Decoding started +2023-06-13 16:50:58,825 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:51:00,504 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:51:00,793 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 3.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:51:00,794 INFO [decode.py:704] About to create model +2023-06-13 16:51:01,482 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-13 16:51:15,006 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:51:15,009 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:51:15,080 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:51:15,651 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:51:15,651 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:51:15,654 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:51:15,707 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:51:16,254 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:51:16,256 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:51:19,042 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:51:29,735 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.1818, 4.9540, 4.7472, 5.3276], device='cuda:0') +2023-06-13 16:51:58,618 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:52:20,839 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_3.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 16:52:21,230 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_3.0] %WER 7.21% [23841 / 330498, 3484 ins, 8442 del, 11915 sub ] +2023-06-13 16:52:22,281 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_3.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 16:52:22,288 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_3.0 7.21 best for DEV + +2023-06-13 16:52:22,556 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:52:24,451 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 16:53:04,100 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 16:53:13,271 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.6811, 5.3875, 5.2149, 5.2005], device='cuda:0') +2023-06-13 16:53:39,880 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 16:53:42,663 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_3.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 16:53:43,217 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_3.0] %WER 7.90% [32824 / 415746, 5251 ins, 6755 del, 20818 sub ] +2023-06-13 16:53:44,674 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_3.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 16:53:44,678 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_3.0 7.9 best for TEST_NET + +2023-06-13 16:53:46,861 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 16:54:29,547 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 16:54:39,797 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_3.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 16:54:40,076 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_3.0] %WER 12.50% [27555 / 220385, 4142 ins, 11181 del, 12232 sub ] +2023-06-13 16:54:40,810 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_3.0-epoch-10-avg-2-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 16:54:40,846 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_3.0 12.5 best for TEST_MEETING + +2023-06-13 16:54:40,849 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-10-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-34-40 b/logs/greedy_search/log-decode-epoch-10-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-34-40 new file mode 100644 index 0000000000000000000000000000000000000000..dc6608e139abe95c1fd83e68b920cb198b7beb8c --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-34-40 @@ -0,0 +1,48 @@ +2023-06-05 17:34:40,837 INFO [decode.py:680] Decoding started +2023-06-05 17:34:40,838 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:34:42,454 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:34:42,629 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 10, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:34:42,629 INFO [decode.py:694] About to create model +2023-06-05 17:34:43,269 INFO [decode.py:761] Calculating the averaged model over epoch range from 7 (excluded) to 10 +2023-06-05 17:34:52,624 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:34:52,625 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:34:52,632 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:34:53,228 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:34:53,229 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:34:53,281 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:34:53,822 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:34:56,399 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:35:34,529 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:35:55,525 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:35:55,906 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 8.93% [29519 / 330498, 1494 ins, 17178 del, 10847 sub ] +2023-06-05 17:35:56,933 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:35:56,936 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 8.93 best for DEV + +2023-06-05 17:35:57,178 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:35:59,069 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:36:37,506 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:36:39,534 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.9482, 4.7216, 4.5295, 5.0522], device='cuda:0') +2023-06-05 17:37:09,242 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.2695, 4.3226, 2.0178, 3.9918], device='cuda:0') +2023-06-05 17:37:12,339 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:37:14,921 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:37:15,464 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.10% [33678 / 415746, 1751 ins, 12320 del, 19607 sub ] +2023-06-05 17:37:16,803 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:37:16,807 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.1 best for TEST_NET + +2023-06-05 17:37:18,831 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:38:00,958 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:38:05,195 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2665, 2.6273, 2.2199, 2.7378, 2.9252, 2.9913, 2.9609, 2.7311], + device='cuda:0') +2023-06-05 17:38:09,058 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.7096, 4.8098, 2.4064, 4.5523], device='cuda:0') +2023-06-05 17:38:10,974 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:38:11,236 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 15.49% [34128 / 220385, 1142 ins, 22695 del, 10291 sub ] +2023-06-05 17:38:11,957 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:38:11,961 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 15.49 best for TEST_MEETING + +2023-06-05 17:38:11,961 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-10-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-31-06 b/logs/greedy_search/log-decode-epoch-10-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-31-06 new file mode 100644 index 0000000000000000000000000000000000000000..81d2a3be2038ba96c76d14e2426870224c50b4d4 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-31-06 @@ -0,0 +1,49 @@ +2023-06-05 17:31:06,786 INFO [decode.py:680] Decoding started +2023-06-05 17:31:06,786 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:31:08,407 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:31:08,580 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 10, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:31:08,580 INFO [decode.py:694] About to create model +2023-06-05 17:31:09,218 INFO [decode.py:761] Calculating the averaged model over epoch range from 6 (excluded) to 10 +2023-06-05 17:31:19,077 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:31:19,078 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:31:19,084 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:31:19,652 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:31:19,652 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:31:19,706 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:31:20,229 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:31:22,781 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:31:38,792 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9171, 3.0036, 2.3734, 3.7664], device='cuda:0') +2023-06-05 17:32:00,675 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:32:01,620 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.0876, 2.5107, 2.1940, 2.6688, 2.9263, 3.0931, 2.9357, 2.7229], + device='cuda:0') +2023-06-05 17:32:21,643 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:32:22,027 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.00% [29757 / 330498, 1467 ins, 17408 del, 10882 sub ] +2023-06-05 17:32:23,049 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:32:23,053 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.0 best for DEV + +2023-06-05 17:32:23,291 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:32:25,228 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:32:55,471 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.4640, 4.0345, 4.3519, 3.4000], device='cuda:0') +2023-06-05 17:33:03,408 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:33:05,490 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3411, 2.8622, 2.3149, 3.5398], device='cuda:0') +2023-06-05 17:33:37,733 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:33:40,285 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:33:40,786 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.21% [34120 / 415746, 1724 ins, 12531 del, 19865 sub ] +2023-06-05 17:33:42,126 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:33:42,129 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.21 best for TEST_NET + +2023-06-05 17:33:44,182 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:34:03,884 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.5679, 2.4560, 3.6469, 3.6905], device='cuda:0') +2023-06-05 17:34:26,044 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:34:35,985 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:34:36,233 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 15.58% [34343 / 220385, 1125 ins, 22890 del, 10328 sub ] +2023-06-05 17:34:36,927 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:34:36,931 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 15.58 best for TEST_MEETING + +2023-06-05 17:34:36,931 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-10-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-27-32 b/logs/greedy_search/log-decode-epoch-10-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-27-32 new file mode 100644 index 0000000000000000000000000000000000000000..394eb41a80e1c9b8efac483d949c845ff2194952 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-27-32 @@ -0,0 +1,46 @@ +2023-06-05 17:27:32,916 INFO [decode.py:680] Decoding started +2023-06-05 17:27:32,917 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:27:34,565 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:27:34,737 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 10, 'iter': 0, 'avg': 5, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:27:34,737 INFO [decode.py:694] About to create model +2023-06-05 17:27:35,367 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 10 +2023-06-05 17:27:45,321 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:27:45,321 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:27:45,328 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:27:45,897 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:27:45,898 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:27:45,951 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:27:46,465 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:27:49,038 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:28:10,410 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.8642, 4.0623, 2.4175, 2.2200], device='cuda:0') +2023-06-05 17:28:26,598 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:28:47,661 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:28:48,047 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.04% [29868 / 330498, 1450 ins, 17444 del, 10974 sub ] +2023-06-05 17:28:49,066 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:28:49,070 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.04 best for DEV + +2023-06-05 17:28:49,304 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:28:51,217 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:29:29,419 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:29:38,851 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.3298, 4.1048, 3.8826, 3.9023], device='cuda:0') +2023-06-05 17:29:59,842 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.7917, 3.6541, 3.1879, 3.4033], device='cuda:0') +2023-06-05 17:30:03,687 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:30:06,239 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:30:06,743 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.31% [34566 / 415746, 1720 ins, 12669 del, 20177 sub ] +2023-06-05 17:30:08,103 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:30:08,107 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.31 best for TEST_NET + +2023-06-05 17:30:10,132 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:30:51,920 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:31:01,845 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:31:02,126 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 15.42% [33991 / 220385, 1120 ins, 22393 del, 10478 sub ] +2023-06-05 17:31:02,823 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:31:02,826 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 15.42 best for TEST_MEETING + +2023-06-05 17:31:02,827 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-10-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-23-57 b/logs/greedy_search/log-decode-epoch-10-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-23-57 new file mode 100644 index 0000000000000000000000000000000000000000..d18b0e70feb8b205f24f4313ba62771ecc837c39 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-10-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-23-57 @@ -0,0 +1,47 @@ +2023-06-05 17:23:57,406 INFO [decode.py:680] Decoding started +2023-06-05 17:23:57,407 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:23:59,051 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:23:59,216 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 10, 'iter': 0, 'avg': 6, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-10-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:23:59,216 INFO [decode.py:694] About to create model +2023-06-05 17:23:59,847 INFO [decode.py:761] Calculating the averaged model over epoch range from 4 (excluded) to 10 +2023-06-05 17:24:10,316 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:24:10,317 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:24:10,323 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:24:10,887 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:24:10,888 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:24:10,941 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:24:11,477 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:24:14,069 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:24:37,981 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.8543, 3.6429, 2.9754, 4.4497], device='cuda:0') +2023-06-05 17:24:39,456 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.8425, 5.6274, 5.3752, 6.0040], device='cuda:0') +2023-06-05 17:24:51,851 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:25:12,830 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:25:13,209 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.42% [31121 / 330498, 1338 ins, 18813 del, 10970 sub ] +2023-06-05 17:25:14,232 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-10-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:25:14,236 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.42 best for DEV + +2023-06-05 17:25:14,464 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:25:16,386 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:25:47,417 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1780, 4.3119, 2.6208, 2.1982], device='cuda:0') +2023-06-05 17:25:55,015 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:26:29,597 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:26:32,212 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:26:32,750 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.63% [35882 / 415746, 1593 ins, 13833 del, 20456 sub ] +2023-06-05 17:26:34,139 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-10-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:26:34,142 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.63 best for TEST_NET + +2023-06-05 17:26:36,200 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:26:43,463 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6765, 3.6392, 2.3536, 3.7217], device='cuda:0') +2023-06-05 17:27:18,040 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:27:28,011 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:27:28,268 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.09% [35453 / 220385, 1005 ins, 23865 del, 10583 sub ] +2023-06-05 17:27:28,960 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-10-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:27:28,964 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.09 best for TEST_MEETING + +2023-06-05 17:27:28,964 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-11-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-20-23 b/logs/greedy_search/log-decode-epoch-11-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-20-23 new file mode 100644 index 0000000000000000000000000000000000000000..bfa451ede49501a34a029a32fa1cb51d06fb2410 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-11-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-20-23 @@ -0,0 +1,52 @@ +2023-06-05 17:20:23,350 INFO [decode.py:680] Decoding started +2023-06-05 17:20:23,350 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:20:24,987 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:20:25,161 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 11, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-11-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:20:25,161 INFO [decode.py:694] About to create model +2023-06-05 17:20:25,802 INFO [decode.py:761] Calculating the averaged model over epoch range from 10 (excluded) to 11 +2023-06-05 17:20:35,487 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:20:35,487 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:20:35,494 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:20:36,074 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:20:36,075 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:20:36,127 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:20:36,638 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:20:39,207 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:20:44,717 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.0188, 4.2413, 2.5457, 2.3908], device='cuda:0') +2023-06-05 17:21:17,154 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:21:38,069 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:21:38,445 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.29% [30712 / 330498, 1426 ins, 18769 del, 10517 sub ] +2023-06-05 17:21:39,469 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:21:39,473 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.29 best for DEV + +2023-06-05 17:21:39,702 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:21:41,662 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:22:19,845 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:22:46,903 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.4021, 4.0122, 4.4302, 4.4614], device='cuda:0') +2023-06-05 17:22:51,059 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.2685, 4.3286, 2.0588, 4.0032], device='cuda:0') +2023-06-05 17:22:54,251 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:22:56,801 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:22:57,312 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.13% [33816 / 415746, 1553 ins, 13413 del, 18850 sub ] +2023-06-05 17:22:58,671 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:22:58,675 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.13 best for TEST_NET + +2023-06-05 17:23:00,691 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:23:08,774 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.1725, 3.7858, 3.7830, 3.5191, 3.8159, 3.5702, 3.9394, 3.6570], + device='cuda:0') +2023-06-05 17:23:30,459 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.4070, 3.0411, 2.9667, 2.9293, 3.3112, 2.5347, 3.4743, 3.3430], + device='cuda:0') +2023-06-05 17:23:42,578 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:23:45,994 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.5781, 3.1269, 2.8666, 2.9570, 3.0214, 2.8624, 3.0277, 3.2253], + device='cuda:0') +2023-06-05 17:23:52,524 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:23:52,777 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.52% [36408 / 220385, 1008 ins, 25562 del, 9838 sub ] +2023-06-05 17:23:53,478 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:23:53,482 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.52 best for TEST_MEETING + +2023-06-05 17:23:53,482 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-11-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-16-50 b/logs/greedy_search/log-decode-epoch-11-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-16-50 new file mode 100644 index 0000000000000000000000000000000000000000..75cc5ff6e3720fe4809ac4fe0c78821e393aa73c --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-11-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-16-50 @@ -0,0 +1,44 @@ +2023-06-05 17:16:50,428 INFO [decode.py:680] Decoding started +2023-06-05 17:16:50,429 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:16:52,046 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:16:52,210 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 11, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-11-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:16:52,210 INFO [decode.py:694] About to create model +2023-06-05 17:16:52,853 INFO [decode.py:761] Calculating the averaged model over epoch range from 9 (excluded) to 11 +2023-06-05 17:17:02,589 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:17:02,589 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:17:02,596 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:17:03,158 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:17:03,158 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:17:03,211 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:17:03,724 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:17:06,269 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:17:43,988 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:18:04,837 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:18:05,218 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.05% [29902 / 330498, 1489 ins, 17819 del, 10594 sub ] +2023-06-05 17:18:06,233 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:18:06,236 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.05 best for DEV + +2023-06-05 17:18:06,476 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:18:08,379 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:18:46,503 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:19:20,681 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:19:23,211 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:19:23,731 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.01% [33307 / 415746, 1637 ins, 12674 del, 18996 sub ] +2023-06-05 17:19:25,071 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:19:25,079 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.01 best for TEST_NET + +2023-06-05 17:19:27,092 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:20:00,056 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6518, 3.5820, 2.3016, 3.6700], device='cuda:0') +2023-06-05 17:20:08,592 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:20:18,490 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:20:18,748 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 15.83% [34878 / 220385, 1125 ins, 23761 del, 9992 sub ] +2023-06-05 17:20:19,440 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:20:19,444 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 15.83 best for TEST_MEETING + +2023-06-05 17:20:19,444 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-13-16 b/logs/greedy_search/log-decode-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-13-16 new file mode 100644 index 0000000000000000000000000000000000000000..d7ab3e78f0cc6d917b5bf27bd463919a58f6ebdd --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-13-16 @@ -0,0 +1,51 @@ +2023-06-05 17:13:16,803 INFO [decode.py:680] Decoding started +2023-06-05 17:13:16,803 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:13:18,416 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:13:18,587 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 11, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:13:18,587 INFO [decode.py:694] About to create model +2023-06-05 17:13:19,217 INFO [decode.py:761] Calculating the averaged model over epoch range from 8 (excluded) to 11 +2023-06-05 17:13:29,065 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:13:29,065 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:13:29,071 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:13:29,667 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:13:29,668 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:13:29,720 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:13:30,229 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:13:32,764 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:14:10,507 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:14:31,342 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:14:31,721 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 8.69% [28716 / 330498, 1592 ins, 16370 del, 10754 sub ] +2023-06-05 17:14:32,741 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:14:32,745 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 8.69 best for DEV + +2023-06-05 17:14:32,977 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:14:34,893 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:14:37,964 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.2293, 3.2430, 2.2821, 3.4206], device='cuda:0') +2023-06-05 17:14:40,277 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.7190, 2.2573, 2.0058, 2.4249], device='cuda:0') +2023-06-05 17:15:13,077 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:15:19,296 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.0716, 2.5054, 1.9982, 3.0176], device='cuda:0') +2023-06-05 17:15:22,640 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.4895, 2.4219, 1.9885, 2.9641], device='cuda:0') +2023-06-05 17:15:25,902 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.8356, 2.5635, 2.5740, 2.3697, 2.7832, 1.8199, 2.9352, 2.6837], + device='cuda:0') +2023-06-05 17:15:47,367 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:15:49,896 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:15:50,411 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 7.94% [33004 / 415746, 1817 ins, 11860 del, 19327 sub ] +2023-06-05 17:15:51,739 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:15:51,743 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 7.94 best for TEST_NET + +2023-06-05 17:15:53,785 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:16:32,254 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3987, 3.0583, 3.0052, 2.9225, 3.2649, 2.5293, 3.4350, 3.3307], + device='cuda:0') +2023-06-05 17:16:35,659 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:16:45,638 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:16:45,885 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 14.90% [32833 / 220385, 1249 ins, 21399 del, 10185 sub ] +2023-06-05 17:16:46,584 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:16:46,589 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 14.9 best for TEST_MEETING + +2023-06-05 17:16:46,589 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-18-06-51 b/logs/greedy_search/log-decode-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-18-06-51 new file mode 100644 index 0000000000000000000000000000000000000000..a57d4733286a6207ccbb755c6cee5b412e2b77d4 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-18-06-51 @@ -0,0 +1,52 @@ +2023-06-13 18:06:51,900 INFO [decode.py:685] Decoding started +2023-06-13 18:06:51,900 INFO [decode.py:691] Device: cuda:0 +2023-06-13 18:06:53,672 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 18:06:53,857 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 11, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 18:06:53,857 INFO [decode.py:704] About to create model +2023-06-13 18:06:54,560 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 11 +2023-06-13 18:07:09,045 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 18:07:09,045 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 18:07:09,050 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 18:07:09,613 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 18:07:09,614 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 18:07:09,616 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 18:07:09,671 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 18:07:10,196 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 18:07:10,197 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 18:07:12,863 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 18:07:40,624 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.2775, 3.0989, 3.0166, 2.8873, 3.2197, 2.4132, 3.4183, 3.1775], + device='cuda:0') +2023-06-13 18:07:51,498 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 18:07:53,922 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.2893, 4.7910, 2.5695, 2.2221], device='cuda:0') +2023-06-13 18:08:12,075 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.3578, 2.8294, 4.1388, 4.2547], device='cuda:0') +2023-06-13 18:08:12,854 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:08:13,239 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.35% [24291 / 330498, 2683 ins, 10027 del, 11581 sub ] +2023-06-13 18:08:14,275 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:08:14,278 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.35 best for DEV + +2023-06-13 18:08:14,500 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 18:08:16,580 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 18:08:16,823 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1031, 2.5674, 2.2141, 2.6620, 3.0206, 3.1759, 3.1094, 2.6423], + device='cuda:0') +2023-06-13 18:08:57,491 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 18:09:11,526 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.9845, 3.1653, 2.5499, 3.9775], device='cuda:0') +2023-06-13 18:09:33,003 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 18:09:35,704 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:09:36,254 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 7.67% [31894 / 415746, 3740 ins, 7864 del, 20290 sub ] +2023-06-13 18:09:37,708 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:09:37,713 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 7.67 best for TEST_NET + +2023-06-13 18:09:39,925 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 18:10:24,232 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 18:10:34,481 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:10:34,745 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 12.46% [27461 / 220385, 2880 ins, 12917 del, 11664 sub ] +2023-06-13 18:10:35,473 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-11-avg-3-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:10:35,515 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 12.46 best for TEST_MEETING + +2023-06-13 18:10:35,516 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-11-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-09-42 b/logs/greedy_search/log-decode-epoch-11-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-09-42 new file mode 100644 index 0000000000000000000000000000000000000000..648e49afffc2270be6c463af07c0cd12927ee03b --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-11-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-09-42 @@ -0,0 +1,49 @@ +2023-06-05 17:09:42,346 INFO [decode.py:680] Decoding started +2023-06-05 17:09:42,346 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:09:43,981 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:09:44,146 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 11, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-11-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:09:44,146 INFO [decode.py:694] About to create model +2023-06-05 17:09:44,790 INFO [decode.py:761] Calculating the averaged model over epoch range from 7 (excluded) to 11 +2023-06-05 17:09:54,825 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:09:54,825 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:09:54,833 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:09:55,401 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:09:55,401 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:09:55,455 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:09:55,967 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:09:58,503 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:10:17,027 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6118, 3.4164, 2.7909, 4.1079], device='cuda:0') +2023-06-05 17:10:36,310 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:10:57,247 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:10:57,617 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 8.58% [28351 / 330498, 1618 ins, 15843 del, 10890 sub ] +2023-06-05 17:10:58,662 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:10:58,666 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 8.58 best for DEV + +2023-06-05 17:10:58,898 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:11:00,799 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:11:26,433 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.7875, 5.5431, 5.3034, 5.9077], device='cuda:0') +2023-06-05 17:11:39,023 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:11:41,024 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.9488, 4.7225, 4.5316, 5.0529], device='cuda:0') +2023-06-05 17:12:13,555 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:12:16,074 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:12:16,581 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 7.96% [33090 / 415746, 1888 ins, 11553 del, 19649 sub ] +2023-06-05 17:12:17,934 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:12:17,938 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 7.96 best for TEST_NET + +2023-06-05 17:12:19,974 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:12:35,200 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3972, 3.0634, 3.8049, 3.8223], device='cuda:0') +2023-06-05 17:12:37,075 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.3230, 3.9959, 4.5184, 4.5962], device='cuda:0') +2023-06-05 17:13:01,786 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:13:08,486 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6681, 3.6289, 2.3211, 3.6758], device='cuda:0') +2023-06-05 17:13:11,833 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:13:12,122 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 14.62% [32224 / 220385, 1332 ins, 20460 del, 10432 sub ] +2023-06-05 17:13:12,816 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:13:12,820 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 14.62 best for TEST_MEETING + +2023-06-05 17:13:12,821 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-11-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-06-08 b/logs/greedy_search/log-decode-epoch-11-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-06-08 new file mode 100644 index 0000000000000000000000000000000000000000..0cd9b426264faec8528edbe6835d48f450bbe2d2 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-11-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-06-08 @@ -0,0 +1,49 @@ +2023-06-05 17:06:08,387 INFO [decode.py:680] Decoding started +2023-06-05 17:06:08,387 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:06:10,041 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:06:10,206 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 11, 'iter': 0, 'avg': 5, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-11-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:06:10,207 INFO [decode.py:694] About to create model +2023-06-05 17:06:10,828 INFO [decode.py:761] Calculating the averaged model over epoch range from 6 (excluded) to 11 +2023-06-05 17:06:20,601 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:06:20,601 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:06:20,609 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:06:21,162 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:06:21,163 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:06:21,215 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:06:21,760 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:06:24,307 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:06:35,374 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.1874, 4.9943, 4.7699, 5.3328], device='cuda:0') +2023-06-05 17:07:01,909 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:07:11,506 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3028, 3.5641, 2.9143, 4.4391], device='cuda:0') +2023-06-05 17:07:22,822 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:07:23,212 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 8.65% [28601 / 330498, 1586 ins, 16103 del, 10912 sub ] +2023-06-05 17:07:24,221 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:07:24,225 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 8.65 best for DEV + +2023-06-05 17:07:24,461 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:07:26,357 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:07:27,297 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.1447, 3.1501, 1.8121, 2.9123], device='cuda:0') +2023-06-05 17:08:00,212 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.5721, 3.9628, 3.8716, 4.9230], device='cuda:0') +2023-06-05 17:08:04,714 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:08:21,057 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.4753, 4.9517, 3.6732, 3.5726], device='cuda:0') +2023-06-05 17:08:31,204 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3403, 1.8722, 1.7113, 2.2694], device='cuda:0') +2023-06-05 17:08:38,892 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:08:41,438 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:08:41,945 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.06% [33508 / 415746, 1862 ins, 11734 del, 19912 sub ] +2023-06-05 17:08:43,284 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:08:43,287 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.06 best for TEST_NET + +2023-06-05 17:08:45,326 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:09:27,219 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:09:37,436 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:09:37,777 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 14.66% [32318 / 220385, 1295 ins, 20503 del, 10520 sub ] +2023-06-05 17:09:38,477 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:09:38,484 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 14.66 best for TEST_MEETING + +2023-06-05 17:09:38,484 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-11-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-02-34 b/logs/greedy_search/log-decode-epoch-11-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-02-34 new file mode 100644 index 0000000000000000000000000000000000000000..1fca7815e2b7d611806997ee88d144267f53b164 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-11-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-02-34 @@ -0,0 +1,46 @@ +2023-06-05 17:02:34,618 INFO [decode.py:680] Decoding started +2023-06-05 17:02:34,619 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:02:36,262 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:02:36,428 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 11, 'iter': 0, 'avg': 6, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-11-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:02:36,428 INFO [decode.py:694] About to create model +2023-06-05 17:02:37,064 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 11 +2023-06-05 17:02:47,079 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:02:47,079 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:02:47,086 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:02:47,665 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:02:47,666 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:02:47,717 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:02:48,251 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:02:50,957 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:03:28,670 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:03:49,543 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:03:49,923 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 8.77% [29000 / 330498, 1555 ins, 16476 del, 10969 sub ] +2023-06-05 17:03:50,933 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-11-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:03:50,936 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 8.77 best for DEV + +2023-06-05 17:03:51,165 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:03:53,064 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:04:16,980 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.4947, 3.8821, 3.5396, 3.6407, 3.4937, 3.3082, 3.7521, 3.9494], + device='cuda:0') +2023-06-05 17:04:31,124 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:04:55,660 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.8284, 1.9206, 1.8514, 1.9891], device='cuda:0') +2023-06-05 17:05:05,496 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:05:08,021 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:05:08,538 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.21% [34143 / 415746, 1829 ins, 12131 del, 20183 sub ] +2023-06-05 17:05:09,870 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-11-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:05:09,874 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.21 best for TEST_NET + +2023-06-05 17:05:11,907 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:05:53,621 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:06:03,535 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:06:03,786 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 14.68% [32347 / 220385, 1250 ins, 20504 del, 10593 sub ] +2023-06-05 17:06:04,485 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-11-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:06:04,488 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 14.68 best for TEST_MEETING + +2023-06-05 17:06:04,489 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-58-59 b/logs/greedy_search/log-decode-epoch-12-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-58-59 new file mode 100644 index 0000000000000000000000000000000000000000..45121695e4be56f8d761c85f7961fc3837151175 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-58-59 @@ -0,0 +1,48 @@ +2023-06-05 16:58:59,097 INFO [decode.py:680] Decoding started +2023-06-05 16:58:59,097 INFO [decode.py:686] Device: cuda:0 +2023-06-05 16:59:00,775 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 16:59:00,939 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 12, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 16:59:00,939 INFO [decode.py:694] About to create model +2023-06-05 16:59:01,576 INFO [decode.py:761] Calculating the averaged model over epoch range from 11 (excluded) to 12 +2023-06-05 16:59:12,972 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 16:59:12,972 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 16:59:12,979 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 16:59:13,543 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 16:59:13,543 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 16:59:13,596 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 16:59:14,119 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 16:59:16,791 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 16:59:19,247 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3355, 2.9101, 2.6972, 2.9579, 3.3178, 3.4406, 3.3680, 2.9607], + device='cuda:0') +2023-06-05 16:59:54,440 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:00:12,676 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.0697, 2.8839, 2.8297, 2.7158, 3.0442, 2.1644, 3.1898, 2.9278], + device='cuda:0') +2023-06-05 17:00:15,397 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:00:15,775 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.19% [30361 / 330498, 1442 ins, 18484 del, 10435 sub ] +2023-06-05 17:00:16,795 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:00:16,799 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.19 best for DEV + +2023-06-05 17:00:17,029 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:00:18,981 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:00:57,244 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:01:31,641 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:01:33,770 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.6863, 3.7770, 3.2149, 4.6244], device='cuda:0') +2023-06-05 17:01:34,243 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:01:34,785 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.03% [33368 / 415746, 1577 ins, 13169 del, 18622 sub ] +2023-06-05 17:01:36,167 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:01:36,171 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.03 best for TEST_NET + +2023-06-05 17:01:38,241 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:02:19,849 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:02:29,727 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:02:29,973 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.29% [35907 / 220385, 1014 ins, 25252 del, 9641 sub ] +2023-06-05 17:02:30,659 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:02:30,662 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.29 best for TEST_MEETING + +2023-06-05 17:02:30,663 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-55-23 b/logs/greedy_search/log-decode-epoch-12-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-55-23 new file mode 100644 index 0000000000000000000000000000000000000000..5563b98cbaf7a923e98646a555ff9dcae6ea1a4e --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-55-23 @@ -0,0 +1,47 @@ +2023-06-05 16:55:23,759 INFO [decode.py:680] Decoding started +2023-06-05 16:55:23,760 INFO [decode.py:686] Device: cuda:0 +2023-06-05 16:55:25,457 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 16:55:25,630 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 12, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 16:55:25,630 INFO [decode.py:694] About to create model +2023-06-05 16:55:26,257 INFO [decode.py:761] Calculating the averaged model over epoch range from 10 (excluded) to 12 +2023-06-05 16:55:37,307 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 16:55:37,307 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 16:55:37,314 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 16:55:37,867 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 16:55:37,867 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 16:55:37,920 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 16:55:38,439 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 16:55:41,110 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 16:55:55,265 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.8611, 5.6429, 5.3452, 5.9988], device='cuda:0') +2023-06-05 16:56:03,474 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.4051, 4.0532, 4.3067, 3.2852], device='cuda:0') +2023-06-05 16:56:18,995 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 16:56:39,933 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:56:40,312 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.19% [30383 / 330498, 1461 ins, 18486 del, 10436 sub ] +2023-06-05 16:56:41,327 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:56:41,331 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.19 best for DEV + +2023-06-05 16:56:41,555 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 16:56:43,487 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 16:57:13,437 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.8558, 2.6053, 2.1604, 1.7746], device='cuda:0') +2023-06-05 16:57:21,744 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 16:57:56,118 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 16:57:58,656 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:57:59,179 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.00% [33261 / 415746, 1591 ins, 12979 del, 18691 sub ] +2023-06-05 16:58:00,575 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:58:00,578 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.0 best for TEST_NET + +2023-06-05 16:58:02,621 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 16:58:31,597 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9464, 3.0363, 2.3901, 3.7107], device='cuda:0') +2023-06-05 16:58:44,276 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 16:58:54,182 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:58:54,432 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.26% [35826 / 220385, 1049 ins, 25071 del, 9706 sub ] +2023-06-05 16:58:55,136 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:58:55,140 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.26 best for TEST_MEETING + +2023-06-05 16:58:55,140 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-51-48 b/logs/greedy_search/log-decode-epoch-12-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-51-48 new file mode 100644 index 0000000000000000000000000000000000000000..4614da8e8ec0ac1a1b1896d5395d46cdd6210cb5 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-51-48 @@ -0,0 +1,45 @@ +2023-06-05 16:51:48,637 INFO [decode.py:680] Decoding started +2023-06-05 16:51:48,637 INFO [decode.py:686] Device: cuda:0 +2023-06-05 16:51:50,291 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 16:51:50,461 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 12, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 16:51:50,461 INFO [decode.py:694] About to create model +2023-06-05 16:51:51,092 INFO [decode.py:761] Calculating the averaged model over epoch range from 9 (excluded) to 12 +2023-06-05 16:52:02,149 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 16:52:02,149 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 16:52:02,156 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 16:52:02,712 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 16:52:02,712 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 16:52:02,765 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 16:52:03,284 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 16:52:05,989 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 16:52:43,665 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 16:52:54,006 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3355, 2.7124, 2.3590, 3.2384], device='cuda:0') +2023-06-05 16:53:04,467 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:53:04,847 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 8.96% [29603 / 330498, 1533 ins, 17482 del, 10588 sub ] +2023-06-05 16:53:05,865 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:53:05,868 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 8.96 best for DEV + +2023-06-05 16:53:06,096 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 16:53:07,872 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 16:53:46,324 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 16:53:53,918 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2270, 3.4864, 4.5849, 4.7324], device='cuda:0') +2023-06-05 16:54:20,567 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 16:54:23,080 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:54:23,598 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 7.95% [33056 / 415746, 1697 ins, 12475 del, 18884 sub ] +2023-06-05 16:54:24,940 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:54:24,944 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 7.95 best for TEST_NET + +2023-06-05 16:54:26,952 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 16:55:08,799 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 16:55:18,698 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:55:18,948 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 15.63% [34452 / 220385, 1164 ins, 23355 del, 9933 sub ] +2023-06-05 16:55:19,635 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:55:19,638 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 15.63 best for TEST_MEETING + +2023-06-05 16:55:19,639 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-48-12 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-48-12 new file mode 100644 index 0000000000000000000000000000000000000000..fb387cb234b866492087bdf8c3e44e83576f84c9 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-48-12 @@ -0,0 +1,50 @@ +2023-06-05 16:48:12,806 INFO [decode.py:680] Decoding started +2023-06-05 16:48:12,806 INFO [decode.py:686] Device: cuda:0 +2023-06-05 16:48:14,424 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 16:48:14,596 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 16:48:14,597 INFO [decode.py:694] About to create model +2023-06-05 16:48:15,228 INFO [decode.py:761] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-05 16:48:26,077 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 16:48:26,077 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 16:48:26,084 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 16:48:26,663 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 16:48:26,664 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 16:48:26,716 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 16:48:27,233 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 16:48:29,991 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 16:49:07,973 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 16:49:19,865 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.2832, 2.4895, 3.6578, 3.7408], device='cuda:0') +2023-06-05 16:49:28,877 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:49:29,254 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 8.58% [28358 / 330498, 1648 ins, 15958 del, 10752 sub ] +2023-06-05 16:49:30,262 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:49:30,266 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 8.58 best for DEV + +2023-06-05 16:49:30,488 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 16:49:32,288 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 16:49:48,313 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.9863, 4.0280, 1.9224, 3.7155], device='cuda:0') +2023-06-05 16:50:10,789 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 16:50:42,315 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.2694, 4.3290, 2.0415, 3.9970], device='cuda:0') +2023-06-05 16:50:45,347 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 16:50:47,942 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:50:48,451 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 7.84% [32587 / 415746, 1850 ins, 11589 del, 19148 sub ] +2023-06-05 16:50:49,780 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:50:49,783 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 7.84 best for TEST_NET + +2023-06-05 16:50:51,820 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 16:51:01,852 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.1311, 3.6518, 3.3887, 3.5468, 3.5194, 3.4629, 3.6039, 3.7877], + device='cuda:0') +2023-06-05 16:51:08,665 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.1205, 4.6808, 4.9734, 4.2197], device='cuda:0') +2023-06-05 16:51:22,507 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1710, 4.5224, 2.5431, 2.1506], device='cuda:0') +2023-06-05 16:51:33,764 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 16:51:43,747 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:51:44,013 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 14.64% [32263 / 220385, 1324 ins, 20731 del, 10208 sub ] +2023-06-05 16:51:44,720 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:51:44,724 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 14.64 best for TEST_MEETING + +2023-06-05 16:51:44,724 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-29-17 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-29-17 new file mode 100644 index 0000000000000000000000000000000000000000..4ab8a24676379dbd82b26f97e4f2547c34e8934f --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-29-17 @@ -0,0 +1,15 @@ +2023-06-13 16:29:17,306 INFO [decode.py:683] Decoding started +2023-06-13 16:29:17,310 INFO [decode.py:689] Device: cuda:0 +2023-06-13 16:29:19,085 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:29:19,289 INFO [decode.py:695] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-clean', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:29:19,294 INFO [decode.py:697] About to create model +2023-06-13 16:29:20,029 INFO [decode.py:764] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 16:29:34,696 INFO [decode.py:798] Number of model parameters: 75879898 +2023-06-13 16:29:34,698 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:29:34,749 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:29:35,303 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:29:35,304 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:29:35,305 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:29:35,357 WARNING [decode.py:807] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:29:35,871 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:29:35,895 INFO [asr_datamodule.py:367] About to create test dataset diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-41-18 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-41-18 new file mode 100644 index 0000000000000000000000000000000000000000..5b5a309098d52782e3b6565515c4fca4667805bf --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-41-18 @@ -0,0 +1,54 @@ +2023-06-13 16:41:18,655 INFO [decode.py:685] Decoding started +2023-06-13 16:41:18,656 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:41:20,679 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:41:20,870 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:41:20,870 INFO [decode.py:704] About to create model +2023-06-13 16:41:21,564 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 16:41:34,909 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:41:34,910 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:41:34,917 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:41:35,482 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:41:35,484 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:41:35,497 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:41:35,555 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:41:36,104 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:41:36,120 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:41:39,030 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:41:57,484 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.3794, 2.9638, 2.4801, 3.5511], device='cuda:0') +2023-06-13 16:42:17,891 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:42:33,263 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.5638, 4.2558, 4.1703, 4.0831], device='cuda:0') +2023-06-13 16:42:39,366 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:42:39,754 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_1.0] %WER 7.82% [25858 / 330498, 2105 ins, 12582 del, 11171 sub ] +2023-06-13 16:42:40,814 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:42:40,820 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_1.0 7.82 best for DEV + +2023-06-13 16:42:41,037 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:42:43,098 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 16:43:01,709 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.5418, 1.9591, 1.4957, 1.9660, 2.0967, 2.1034, 2.0230, 1.9326], + device='cuda:0') +2023-06-13 16:43:22,705 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 16:43:45,604 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.7123, 2.1484, 1.6835, 2.1697, 2.3530, 2.3903, 2.2932, 2.1647], + device='cuda:0') +2023-06-13 16:43:58,483 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 16:44:01,273 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:44:01,826 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_1.0] %WER 7.64% [31755 / 415746, 2602 ins, 9410 del, 19743 sub ] +2023-06-13 16:44:03,498 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:44:03,501 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_1.0 7.64 best for TEST_NET + +2023-06-13 16:44:05,802 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 16:44:12,335 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.2334, 2.7954, 2.5020, 2.6857], device='cuda:0') +2023-06-13 16:44:35,636 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.1890, 5.0776, 4.9519, 5.3064], device='cuda:0') +2023-06-13 16:44:39,874 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.8953, 5.7804, 5.6368, 6.0442], device='cuda:0') +2023-06-13 16:44:48,866 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 16:44:59,102 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:44:59,377 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_1.0] %WER 13.08% [28836 / 220385, 2036 ins, 15838 del, 10962 sub ] +2023-06-13 16:45:00,129 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:45:00,157 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_1.0 13.08 best for TEST_MEETING + +2023-06-13 16:45:00,159 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-54-45 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-54-45 new file mode 100644 index 0000000000000000000000000000000000000000..49e8b9f755c12135246ef5ad0637f1103bc6ba62 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-06-13-16-54-45 @@ -0,0 +1,54 @@ +2023-06-13 16:54:45,642 INFO [decode.py:685] Decoding started +2023-06-13 16:54:45,643 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:54:47,420 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:54:47,611 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:54:47,612 INFO [decode.py:704] About to create model +2023-06-13 16:54:48,356 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 16:55:00,391 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:55:00,391 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:55:00,395 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:55:00,969 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:55:00,973 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:55:00,977 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:55:01,037 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:55:01,573 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:55:01,579 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:55:04,361 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:55:25,781 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1238, 4.6048, 2.4357, 2.0739], device='cuda:0') +2023-06-13 16:55:44,757 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:55:47,179 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.5580, 3.0224, 2.8477, 3.0341, 3.4163, 3.5757, 3.5051, 3.0803], + device='cuda:0') +2023-06-13 16:56:06,556 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:56:06,947 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_1.0] %WER 7.82% [25858 / 330498, 2105 ins, 12582 del, 11171 sub ] +2023-06-13 16:56:08,028 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:56:08,045 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_1.0 7.82 best for DEV + +2023-06-13 16:56:08,269 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:56:10,335 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 16:56:35,066 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([6.3596, 6.1934, 6.0577, 6.4833], device='cuda:0') +2023-06-13 16:56:45,008 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.2272, 1.6130, 1.4271, 1.7028, 1.4048, 1.1011, 1.7670, 1.5442], + device='cuda:0') +2023-06-13 16:56:50,183 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 16:56:51,195 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.7428, 4.1201, 3.1578, 4.1144], device='cuda:0') +2023-06-13 16:57:26,432 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 16:57:29,356 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:57:29,939 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_1.0] %WER 7.64% [31755 / 415746, 2602 ins, 9410 del, 19743 sub ] +2023-06-13 16:57:31,454 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:57:31,458 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_1.0 7.64 best for TEST_NET + +2023-06-13 16:57:33,864 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 16:58:17,458 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 16:58:17,733 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.3657, 2.7457, 2.4217, 2.8425, 3.0775, 3.1380, 3.1068, 2.8610], + device='cuda:0') +2023-06-13 16:58:28,027 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:58:28,287 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_1.0] %WER 13.08% [28836 / 220385, 2036 ins, 15838 del, 10962 sub ] +2023-06-13 16:58:29,016 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_1.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-06-13 16:58:29,019 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_1.0 13.08 best for TEST_MEETING + +2023-06-13 16:58:29,020 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-29-43 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-29-43 new file mode 100644 index 0000000000000000000000000000000000000000..24d25313facee52f8adbda64f2d7acc66d1b518b --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-29-43 @@ -0,0 +1,15 @@ +2023-06-13 16:29:43,848 INFO [decode.py:683] Decoding started +2023-06-13 16:29:43,848 INFO [decode.py:689] Device: cuda:0 +2023-06-13 16:29:45,589 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:29:45,783 INFO [decode.py:695] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-clean', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:29:45,787 INFO [decode.py:697] About to create model +2023-06-13 16:29:46,518 INFO [decode.py:764] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 16:29:59,790 INFO [decode.py:798] Number of model parameters: 75879898 +2023-06-13 16:29:59,791 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:29:59,796 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:30:00,374 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:30:00,375 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:30:00,380 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:30:00,435 WARNING [decode.py:807] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:30:00,955 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:30:00,966 INFO [asr_datamodule.py:367] About to create test dataset diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-45-05 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-45-05 new file mode 100644 index 0000000000000000000000000000000000000000..77c4a89f77491e7501b34233be89d0dac5e6a4f4 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-45-05 @@ -0,0 +1,49 @@ +2023-06-13 16:45:05,584 INFO [decode.py:685] Decoding started +2023-06-13 16:45:05,588 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:45:07,381 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:45:07,574 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:45:07,575 INFO [decode.py:704] About to create model +2023-06-13 16:45:08,275 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 16:45:21,247 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:45:21,248 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:45:21,275 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:45:21,847 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:45:21,847 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:45:21,849 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:45:21,902 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:45:22,444 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:45:22,447 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:45:25,160 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:46:03,902 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:46:04,211 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.5988, 2.2993, 2.1223, 2.3882], device='cuda:0') +2023-06-13 16:46:25,546 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:46:25,954 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_1.5] %WER 7.55% [24964 / 330498, 2413 ins, 11180 del, 11371 sub ] +2023-06-13 16:46:27,064 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:46:27,085 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_1.5 7.55 best for DEV + +2023-06-13 16:46:27,324 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:46:29,385 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 16:47:09,215 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 16:47:22,938 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.8159, 3.9693, 2.1736, 1.8019], device='cuda:0') +2023-06-13 16:47:34,990 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.2009, 1.5546, 1.4077, 1.6621, 1.4191, 1.0459, 1.7194, 1.5171], + device='cuda:0') +2023-06-13 16:47:45,134 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 16:47:47,992 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:47:48,541 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_1.5] %WER 7.62% [31686 / 415746, 3158 ins, 8575 del, 19953 sub ] +2023-06-13 16:47:49,982 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:47:49,986 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_1.5 7.62 best for TEST_NET + +2023-06-13 16:47:52,151 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 16:48:35,832 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 16:48:46,188 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:48:46,466 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_1.5] %WER 12.63% [27832 / 220385, 2438 ins, 14115 del, 11279 sub ] +2023-06-13 16:48:47,195 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:48:47,198 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_1.5 12.63 best for TEST_MEETING + +2023-06-13 16:48:47,198 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-58-34 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-58-34 new file mode 100644 index 0000000000000000000000000000000000000000..5101f974d688c2131a93918868380433647e375e --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-06-13-16-58-34 @@ -0,0 +1,52 @@ +2023-06-13 16:58:34,641 INFO [decode.py:685] Decoding started +2023-06-13 16:58:34,642 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:58:36,433 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:58:36,637 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:58:36,639 INFO [decode.py:704] About to create model +2023-06-13 16:58:37,363 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 16:58:49,627 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:58:49,627 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:58:49,631 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:58:50,199 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:58:50,200 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:58:50,209 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:58:50,267 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:58:50,805 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:58:50,814 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:58:53,626 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:59:06,622 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.5039, 3.2304, 2.7280, 3.2616, 3.4035, 2.6261, 3.5816, 3.0940], + device='cuda:0') +2023-06-13 16:59:23,456 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.5673, 3.3387, 2.6954, 4.0186], device='cuda:0') +2023-06-13 16:59:24,286 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.7895, 2.5514, 2.2879, 3.1987], device='cuda:0') +2023-06-13 16:59:32,700 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:59:54,254 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:59:54,658 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_1.5] %WER 7.55% [24964 / 330498, 2413 ins, 11180 del, 11371 sub ] +2023-06-13 16:59:55,762 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 16:59:55,804 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_1.5 7.55 best for DEV + +2023-06-13 16:59:56,060 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:59:58,378 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 17:00:38,303 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 17:01:13,687 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 17:01:16,382 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 17:01:16,920 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_1.5] %WER 7.62% [31686 / 415746, 3158 ins, 8575 del, 19953 sub ] +2023-06-13 17:01:18,372 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 17:01:18,375 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_1.5 7.62 best for TEST_NET + +2023-06-13 17:01:20,596 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 17:01:20,848 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.5383, 3.1867, 3.0779, 3.0107, 3.4586, 2.6183, 3.6029, 3.5050], + device='cuda:0') +2023-06-13 17:01:53,756 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1517, 3.6039, 4.7216, 4.8036], device='cuda:0') +2023-06-13 17:02:03,905 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 17:02:14,385 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 17:02:14,674 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_1.5] %WER 12.63% [27832 / 220385, 2438 ins, 14115 del, 11279 sub ] +2023-06-13 17:02:15,406 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_1.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-06-13 17:02:15,410 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_1.5 12.63 best for TEST_MEETING + +2023-06-13 17:02:15,410 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-30-08 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-30-08 new file mode 100644 index 0000000000000000000000000000000000000000..2cf7b57562f561d5c6dfc5ab135c112ad2b289e8 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-30-08 @@ -0,0 +1,15 @@ +2023-06-13 16:30:08,185 INFO [decode.py:683] Decoding started +2023-06-13 16:30:08,186 INFO [decode.py:689] Device: cuda:0 +2023-06-13 16:30:09,952 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:30:10,147 INFO [decode.py:695] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-clean', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:30:10,148 INFO [decode.py:697] About to create model +2023-06-13 16:30:10,871 INFO [decode.py:764] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 16:30:23,511 INFO [decode.py:798] Number of model parameters: 75879898 +2023-06-13 16:30:23,512 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:30:23,556 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:30:24,142 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:30:24,144 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:30:24,146 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:30:24,199 WARNING [decode.py:807] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:30:24,731 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:30:24,740 INFO [asr_datamodule.py:367] About to create test dataset diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-48-51 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-48-51 new file mode 100644 index 0000000000000000000000000000000000000000..d5354be336a28f826cd8f5bdc42d19666ae0cb10 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-16-48-51 @@ -0,0 +1,45 @@ +2023-06-13 16:48:51,552 INFO [decode.py:685] Decoding started +2023-06-13 16:48:51,552 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:48:53,519 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:48:53,740 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:48:53,742 INFO [decode.py:704] About to create model +2023-06-13 16:48:54,460 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 16:49:07,449 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:49:07,450 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:49:07,478 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:49:08,073 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:49:08,074 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:49:08,076 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:49:08,138 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:49:08,675 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:49:08,677 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:49:11,693 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:49:50,932 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:50:12,683 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:50:13,077 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.36% [24309 / 330498, 2804 ins, 9917 del, 11588 sub ] +2023-06-13 16:50:14,150 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:50:14,194 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.36 best for DEV + +2023-06-13 16:50:14,437 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:50:16,659 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 16:50:56,280 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 16:51:32,275 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 16:51:35,054 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:51:35,582 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 7.65% [31825 / 415746, 3905 ins, 7764 del, 20156 sub ] +2023-06-13 16:51:37,018 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:51:37,023 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 7.65 best for TEST_NET + +2023-06-13 16:51:39,225 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 16:52:22,632 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 16:52:33,072 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:52:33,373 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 12.43% [27398 / 220385, 3034 ins, 12786 del, 11578 sub ] +2023-06-13 16:52:34,106 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 16:52:34,113 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 12.43 best for TEST_MEETING + +2023-06-13 16:52:34,114 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-02-20 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-02-20 new file mode 100644 index 0000000000000000000000000000000000000000..c9f50811e7f53f54f387fc051a0c394b14c0939b --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-02-20 @@ -0,0 +1,49 @@ +2023-06-13 17:02:20,344 INFO [decode.py:685] Decoding started +2023-06-13 17:02:20,344 INFO [decode.py:691] Device: cuda:0 +2023-06-13 17:02:22,204 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 17:02:22,406 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 17:02:22,407 INFO [decode.py:704] About to create model +2023-06-13 17:02:23,120 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 17:02:35,057 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 17:02:35,057 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 17:02:35,105 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 17:02:35,666 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 17:02:35,667 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 17:02:35,670 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:02:35,723 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:02:36,259 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 17:02:36,267 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:02:39,033 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 17:03:17,664 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 17:03:39,134 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:03:39,526 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.36% [24309 / 330498, 2804 ins, 9917 del, 11588 sub ] +2023-06-13 17:03:40,599 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:03:40,613 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.36 best for DEV + +2023-06-13 17:03:40,837 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:03:42,893 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 17:04:12,777 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.2032, 4.9690, 4.8111, 5.3245], device='cuda:0') +2023-06-13 17:04:20,672 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.3705, 2.2217, 2.0215, 2.2867], device='cuda:0') +2023-06-13 17:04:22,289 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 17:04:57,288 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 17:04:59,925 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:05:00,438 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 7.65% [31825 / 415746, 3905 ins, 7764 del, 20156 sub ] +2023-06-13 17:05:01,816 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:05:01,861 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 7.65 best for TEST_NET + +2023-06-13 17:05:04,017 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 17:05:27,674 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.1238, 3.5666, 3.2643, 3.5745, 3.7327, 3.1198, 3.8958, 3.4270], + device='cuda:0') +2023-06-13 17:05:47,471 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 17:05:58,147 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:05:58,444 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 12.43% [27398 / 220385, 3034 ins, 12786 del, 11578 sub ] +2023-06-13 17:05:59,203 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:05:59,206 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 12.43 best for TEST_MEETING + +2023-06-13 17:05:59,206 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-18-10-39 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-18-10-39 new file mode 100644 index 0000000000000000000000000000000000000000..c0cf40b55c191a346225c75062d152e97b512266 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-18-10-39 @@ -0,0 +1,49 @@ +2023-06-13 18:10:39,950 INFO [decode.py:685] Decoding started +2023-06-13 18:10:39,951 INFO [decode.py:691] Device: cuda:0 +2023-06-13 18:10:41,724 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 18:10:41,912 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 18:10:41,913 INFO [decode.py:704] About to create model +2023-06-13 18:10:42,592 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 18:10:57,861 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 18:10:57,862 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 18:10:57,873 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 18:10:58,443 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 18:10:58,443 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 18:10:58,447 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 18:10:58,499 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 18:10:59,024 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 18:10:59,028 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 18:11:01,816 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 18:11:40,552 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 18:11:40,862 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.3302, 3.2852, 2.1582, 3.2672], device='cuda:0') +2023-06-13 18:11:42,976 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.5580, 3.0224, 2.8477, 3.0341, 3.4163, 3.5757, 3.5051, 3.0803], + device='cuda:0') +2023-06-13 18:12:03,005 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:12:03,414 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.36% [24309 / 330498, 2804 ins, 9917 del, 11588 sub ] +2023-06-13 18:12:04,525 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:12:04,539 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.36 best for DEV + +2023-06-13 18:12:04,800 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 18:12:06,956 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 18:12:47,922 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 18:13:23,363 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 18:13:26,236 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:13:26,804 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 7.65% [31825 / 415746, 3905 ins, 7764 del, 20156 sub ] +2023-06-13 18:13:28,211 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:13:28,215 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 7.65 best for TEST_NET + +2023-06-13 18:13:30,356 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 18:13:53,141 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.3077, 2.8706, 2.4562, 2.6426], device='cuda:0') +2023-06-13 18:14:13,660 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 18:14:24,137 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:14:24,403 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 12.43% [27398 / 220385, 3034 ins, 12786 del, 11578 sub ] +2023-06-13 18:14:25,149 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:14:25,193 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 12.43 best for TEST_MEETING + +2023-06-13 18:14:25,193 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-21-12-04-35 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-21-12-04-35 new file mode 100644 index 0000000000000000000000000000000000000000..88987ca250652f0de4b027f142b099f9acd25580 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-21-12-04-35 @@ -0,0 +1,27 @@ +2023-06-21 12:04:35,360 INFO [decode.py:652] Decoding started +2023-06-21 12:04:35,361 INFO [decode.py:658] Device: cuda:0 +2023-06-21 12:04:37,054 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-21 12:04:37,230 INFO [decode.py:669] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'zipformer_wenetspeech', 'icefall-git-sha1': 'a7d0588-dirty', 'icefall-git-date': 'Mon Jun 19 12:12:33 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-2-0423201334-6587bbc68d-tn554', 'IP address': '10.177.74.211'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'ilme_scale': 0.2, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-21 12:04:37,230 INFO [decode.py:671] About to create model +2023-06-21 12:04:37,899 INFO [decode.py:738] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-21 12:04:49,290 INFO [decode.py:769] Number of model parameters: 75879898 +2023-06-21 12:04:49,290 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-21 12:04:49,295 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-21 12:04:49,863 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-21 12:04:49,863 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-21 12:04:49,865 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-21 12:04:49,916 WARNING [decode.py:778] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-21 12:04:50,440 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-21 12:04:50,442 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-21 12:04:50,924 INFO [asr_datamodule.py:413] About to get TEST_AISHELL cuts +2023-06-21 12:04:50,926 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-21 12:04:53,234 INFO [decode.py:548] batch 0/?, cuts processed until now is 159 +2023-06-21 12:04:57,751 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.2528, 3.2582, 1.9355, 3.2164], device='cuda:0') +2023-06-21 12:05:20,580 INFO [decode.py:564] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-AISHELL-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-21 12:05:20,716 INFO [utils.py:562] [AISHELL-greedy_search_blank_penalty_2.0] %WER 3.70% [3881 / 104765, 362 ins, 125 del, 3394 sub ] +2023-06-21 12:05:21,061 INFO [decode.py:577] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-AISHELL-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-21 12:05:21,064 INFO [decode.py:593] +For AISHELL, WER of different settings are: +greedy_search_blank_penalty_2.0 3.7 best for AISHELL + +2023-06-21 12:05:21,064 INFO [decode.py:821] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-30-31 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-30-31 new file mode 100644 index 0000000000000000000000000000000000000000..8052414262dfbd43466ffa033fe29dc115224dde --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-30-31 @@ -0,0 +1,6 @@ +2023-06-13 16:30:31,867 INFO [decode.py:683] Decoding started +2023-06-13 16:30:31,868 INFO [decode.py:689] Device: cuda:0 +2023-06-13 16:30:33,649 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:30:33,837 INFO [decode.py:695] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-clean', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:30:33,838 INFO [decode.py:697] About to create model +2023-06-13 16:30:34,574 INFO [decode.py:764] Calculating the averaged model over epoch range from 8 (excluded) to 12 diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-52-39 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-52-39 new file mode 100644 index 0000000000000000000000000000000000000000..b138b5d7b9834ac188ccbec791faf459141b1ee4 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-16-52-39 @@ -0,0 +1,48 @@ +2023-06-13 16:52:39,377 INFO [decode.py:685] Decoding started +2023-06-13 16:52:39,377 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:52:41,135 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:52:41,324 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:52:41,325 INFO [decode.py:704] About to create model +2023-06-13 16:52:42,030 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 16:52:54,734 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:52:54,738 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:52:54,746 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:52:55,413 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:52:55,414 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:52:55,418 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:52:55,472 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:52:56,067 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:52:56,073 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:52:58,995 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:53:06,449 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.4316, 3.1853, 3.1491, 2.9977, 3.3899, 2.4774, 3.5977, 3.2974], + device='cuda:0') +2023-06-13 16:53:38,702 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:54:00,277 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:54:00,663 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.5] %WER 7.24% [23935 / 330498, 3270 ins, 8934 del, 11731 sub ] +2023-06-13 16:54:01,750 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:54:01,793 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.5 7.24 best for DEV + +2023-06-13 16:54:02,018 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:54:04,070 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 16:54:43,810 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 16:55:19,054 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 16:55:21,852 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:55:22,392 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.5] %WER 7.77% [32284 / 415746, 4910 ins, 7019 del, 20355 sub ] +2023-06-13 16:55:23,799 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:55:23,817 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.5 7.77 best for TEST_NET + +2023-06-13 16:55:26,285 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 16:55:45,254 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.4116, 5.2800, 5.1359, 5.5475], device='cuda:0') +2023-06-13 16:56:09,989 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 16:56:20,630 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:56:21,169 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.5] %WER 12.37% [27251 / 220385, 3746 ins, 11642 del, 11863 sub ] +2023-06-13 16:56:21,908 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 16:56:21,946 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.5 12.37 best for TEST_MEETING + +2023-06-13 16:56:21,951 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-17-06-04 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-17-06-04 new file mode 100644 index 0000000000000000000000000000000000000000..2586ae82a63d18c4ebf5ce403c38c262eb7f5519 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-06-13-17-06-04 @@ -0,0 +1,50 @@ +2023-06-13 17:06:04,159 INFO [decode.py:685] Decoding started +2023-06-13 17:06:04,159 INFO [decode.py:691] Device: cuda:0 +2023-06-13 17:06:06,155 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 17:06:06,366 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 17:06:06,369 INFO [decode.py:704] About to create model +2023-06-13 17:06:07,121 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 17:06:19,852 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 17:06:19,853 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 17:06:19,863 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 17:06:20,429 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 17:06:20,430 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 17:06:20,432 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:06:20,487 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:06:21,095 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 17:06:21,098 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:06:23,934 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 17:06:40,016 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.9942, 2.5449, 2.3091, 2.5745], device='cuda:0') +2023-06-13 17:07:04,275 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 17:07:26,228 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 17:07:26,641 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.5] %WER 7.24% [23935 / 330498, 3270 ins, 8934 del, 11731 sub ] +2023-06-13 17:07:27,737 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 17:07:27,757 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.5 7.24 best for DEV + +2023-06-13 17:07:28,011 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:07:30,164 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 17:07:36,435 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1275, 2.5665, 2.1516, 2.5827, 2.9465, 3.0477, 2.9969, 2.5643], + device='cuda:0') +2023-06-13 17:08:08,654 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.1346, 3.7724, 4.0230, 3.1047], device='cuda:0') +2023-06-13 17:08:10,020 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 17:08:19,911 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.0883, 2.0429, 1.8525, 2.0920], device='cuda:0') +2023-06-13 17:08:45,769 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 17:08:48,524 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 17:08:49,055 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.5] %WER 7.77% [32284 / 415746, 4910 ins, 7019 del, 20355 sub ] +2023-06-13 17:08:50,470 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 17:08:50,484 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.5 7.77 best for TEST_NET + +2023-06-13 17:08:52,718 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 17:09:35,911 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 17:09:46,728 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 17:09:47,007 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.5] %WER 12.37% [27251 / 220385, 3746 ins, 11642 del, 11863 sub ] +2023-06-13 17:09:47,773 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.5-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-06-13 17:09:47,799 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.5 12.37 best for TEST_MEETING + +2023-06-13 17:09:47,799 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-16-56-27 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-16-56-27 new file mode 100644 index 0000000000000000000000000000000000000000..ff41618bfa04af2b2c5c71ada7da4e8cb7e17ff2 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-16-56-27 @@ -0,0 +1,43 @@ +2023-06-13 16:56:27,256 INFO [decode.py:685] Decoding started +2023-06-13 16:56:27,256 INFO [decode.py:691] Device: cuda:0 +2023-06-13 16:56:29,251 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 16:56:29,473 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 3.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 16:56:29,474 INFO [decode.py:704] About to create model +2023-06-13 16:56:30,181 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 16:56:42,202 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 16:56:42,202 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 16:56:42,209 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 16:56:42,792 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 16:56:42,793 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 16:56:42,795 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:56:42,850 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:56:43,382 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 16:56:43,384 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 16:56:46,134 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 16:57:08,294 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.5999, 5.3725, 5.1208, 5.7465], device='cuda:0') +2023-06-13 16:57:25,181 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 16:57:46,786 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_3.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 16:57:47,273 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_3.0] %WER 7.24% [23944 / 330498, 3957 ins, 8141 del, 11846 sub ] +2023-06-13 16:57:48,729 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_3.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 16:57:48,733 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_3.0 7.24 best for DEV + +2023-06-13 16:57:49,068 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 16:57:51,347 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 16:57:59,905 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.8800, 2.2967, 1.7680, 2.3185, 2.5399, 2.6195, 2.5444, 2.2604], + device='cuda:0') +2023-06-13 16:58:02,385 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.4877, 2.2648, 2.0531, 2.3405], device='cuda:0') +2023-06-13 16:58:31,564 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 16:58:49,094 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.1497, 3.5395, 3.3497, 3.3815, 3.6611, 3.7566, 3.8681, 2.8839], + device='cuda:0') +2023-06-13 16:59:04,648 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.2650, 3.6248, 2.1099, 2.0686], device='cuda:0') +2023-06-13 16:59:07,780 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 16:59:10,555 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_3.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 16:59:11,101 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_3.0] %WER 7.94% [33029 / 415746, 6147 ins, 6290 del, 20592 sub ] +2023-06-13 16:59:12,527 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_3.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 16:59:12,544 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_3.0 7.94 best for TEST_NET + +2023-06-13 16:59:14,731 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 diff --git a/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-17-09-52 b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-17-09-52 new file mode 100644 index 0000000000000000000000000000000000000000..48709ce4f0903f8de22050f18d8eb654ee3b3e16 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-06-13-17-09-52 @@ -0,0 +1,55 @@ +2023-06-13 17:09:52,598 INFO [decode.py:685] Decoding started +2023-06-13 17:09:52,599 INFO [decode.py:691] Device: cuda:0 +2023-06-13 17:09:54,373 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 17:09:54,572 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 3.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 17:09:54,572 INFO [decode.py:704] About to create model +2023-06-13 17:09:55,269 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-13 17:10:07,895 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 17:10:07,898 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 17:10:07,923 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 17:10:08,497 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 17:10:08,499 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 17:10:08,504 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:10:08,557 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:10:09,090 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 17:10:09,108 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:10:11,930 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 17:10:15,310 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.2485, 3.0655, 3.8235, 3.8537], device='cuda:0') +2023-06-13 17:10:16,950 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.5123, 3.0653, 2.7710, 2.7378, 2.9586, 2.7824, 2.9443, 3.2136], + device='cuda:0') +2023-06-13 17:10:33,697 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.9255, 2.2835, 1.8104, 2.3794, 2.6044, 2.7106, 2.5990, 2.3888], + device='cuda:0') +2023-06-13 17:10:51,040 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 17:11:12,635 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_3.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 17:11:13,031 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_3.0] %WER 7.24% [23944 / 330498, 3957 ins, 8141 del, 11846 sub ] +2023-06-13 17:11:14,097 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_3.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 17:11:14,111 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_3.0 7.24 best for DEV + +2023-06-13 17:11:14,341 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:11:16,445 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 17:11:17,965 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.8392, 2.4786, 2.5575, 2.3670, 2.7100, 1.9293, 2.8867, 2.6579], + device='cuda:0') +2023-06-13 17:11:20,442 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.4486, 3.0525, 2.6177, 2.8500, 2.8752, 2.5951, 2.9326, 3.2618], + device='cuda:0') +2023-06-13 17:11:55,882 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 17:12:31,503 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 17:12:34,234 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_3.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 17:12:34,769 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_3.0] %WER 7.94% [33029 / 415746, 6147 ins, 6290 del, 20592 sub ] +2023-06-13 17:12:36,207 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_3.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 17:12:36,211 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_3.0 7.94 best for TEST_NET + +2023-06-13 17:12:38,467 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 17:12:54,894 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.9856, 3.3764, 4.6156, 4.6778], device='cuda:0') +2023-06-13 17:13:21,477 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 17:13:31,827 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_3.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 17:13:32,104 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_3.0] %WER 12.48% [27503 / 220385, 4739 ins, 10674 del, 12090 sub ] +2023-06-13 17:13:32,882 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_3.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-06-13 17:13:32,918 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_3.0 12.48 best for TEST_MEETING + +2023-06-13 17:13:32,919 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-44-38 b/logs/greedy_search/log-decode-epoch-12-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-44-38 new file mode 100644 index 0000000000000000000000000000000000000000..e137b07fef3b34d52449dabd75fc4baefb92e2ca --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-44-38 @@ -0,0 +1,49 @@ +2023-06-05 16:44:38,018 INFO [decode.py:680] Decoding started +2023-06-05 16:44:38,018 INFO [decode.py:686] Device: cuda:0 +2023-06-05 16:44:39,605 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 16:44:39,778 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 12, 'iter': 0, 'avg': 5, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 16:44:39,778 INFO [decode.py:694] About to create model +2023-06-05 16:44:40,410 INFO [decode.py:761] Calculating the averaged model over epoch range from 7 (excluded) to 12 +2023-06-05 16:44:51,010 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 16:44:51,011 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 16:44:51,017 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 16:44:51,574 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 16:44:51,575 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 16:44:51,627 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 16:44:52,136 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 16:44:54,799 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 16:45:32,549 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 16:45:33,518 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.0235, 3.1907, 2.5096, 3.9181], device='cuda:0') +2023-06-05 16:45:53,439 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:45:53,819 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 8.40% [27778 / 330498, 1708 ins, 15234 del, 10836 sub ] +2023-06-05 16:45:54,842 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:45:54,846 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 8.4 best for DEV + +2023-06-05 16:45:55,043 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 16:45:56,969 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 16:46:25,153 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3072, 3.0044, 3.0551, 2.8054, 3.2816, 2.2764, 3.4506, 3.1790], + device='cuda:0') +2023-06-05 16:46:35,394 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 16:46:48,363 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.0079, 2.5795, 3.3145, 3.2632], device='cuda:0') +2023-06-05 16:47:09,813 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 16:47:12,335 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:47:12,840 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 7.90% [32837 / 415746, 1994 ins, 11238 del, 19605 sub ] +2023-06-05 16:47:14,197 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:47:14,202 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 7.9 best for TEST_NET + +2023-06-05 16:47:16,241 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 16:47:24,216 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.2008, 4.7575, 5.0281, 4.3691], device='cuda:0') +2023-06-05 16:47:57,629 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.7169, 2.2847, 3.2486, 3.2812], device='cuda:0') +2023-06-05 16:47:57,987 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 16:48:07,913 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:48:08,165 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 14.24% [31385 / 220385, 1451 ins, 19487 del, 10447 sub ] +2023-06-05 16:48:08,864 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:48:08,868 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 14.24 best for TEST_MEETING + +2023-06-05 16:48:08,868 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-12-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-40-48 b/logs/greedy_search/log-decode-epoch-12-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-40-48 new file mode 100644 index 0000000000000000000000000000000000000000..92ff5557ee28f931de3bb9362eb794f288f9650f --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-12-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-16-40-48 @@ -0,0 +1,48 @@ +2023-06-05 16:40:48,944 INFO [decode.py:680] Decoding started +2023-06-05 16:40:48,944 INFO [decode.py:686] Device: cuda:0 +2023-06-05 16:40:50,592 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 16:40:50,874 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 12, 'iter': 0, 'avg': 6, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-12-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 16:40:50,874 INFO [decode.py:694] About to create model +2023-06-05 16:40:51,573 INFO [decode.py:761] Calculating the averaged model over epoch range from 6 (excluded) to 12 +2023-06-05 16:41:13,794 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 16:41:13,794 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 16:41:13,809 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 16:41:14,376 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 16:41:14,377 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 16:41:14,444 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 16:41:14,956 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 16:41:18,135 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 16:41:56,471 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 16:42:05,367 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3555, 3.4683, 2.1854, 3.4757], device='cuda:0') +2023-06-05 16:42:17,435 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:42:17,815 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 8.45% [27913 / 330498, 1705 ins, 15363 del, 10845 sub ] +2023-06-05 16:42:18,832 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-12-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:42:18,835 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 8.45 best for DEV + +2023-06-05 16:42:19,023 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 16:42:21,277 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 16:42:55,294 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.6536, 4.5348, 4.3714, 4.1260], device='cuda:0') +2023-06-05 16:42:59,936 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 16:43:04,597 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.9701, 5.1021, 2.4211, 4.7203], device='cuda:0') +2023-06-05 16:43:15,531 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.2921, 3.2699, 2.2724, 3.3841], device='cuda:0') +2023-06-05 16:43:34,262 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 16:43:36,813 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:43:37,324 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 7.99% [33213 / 415746, 2013 ins, 11295 del, 19905 sub ] +2023-06-05 16:43:38,677 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-12-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:43:38,681 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 7.99 best for TEST_NET + +2023-06-05 16:43:41,284 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 16:44:20,972 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.3671, 4.7083, 2.9557, 2.7682], device='cuda:0') +2023-06-05 16:44:22,963 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 16:44:32,889 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:44:33,144 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 14.17% [31237 / 220385, 1431 ins, 19224 del, 10582 sub ] +2023-06-05 16:44:33,867 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-12-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 16:44:33,870 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 14.17 best for TEST_MEETING + +2023-06-05 16:44:33,870 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-2-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-45-04 b/logs/greedy_search/log-decode-epoch-2-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-45-04 new file mode 100644 index 0000000000000000000000000000000000000000..9082bf32fb9b106eb6f58d7ff9836aa078cc9311 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-2-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-45-04 @@ -0,0 +1,49 @@ +2023-05-29 13:45:04,324 INFO [decode.py:680] Decoding started +2023-05-29 13:45:04,324 INFO [decode.py:686] Device: cuda:0 +2023-05-29 13:45:05,962 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 13:45:06,143 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 2, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-2-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 13:45:06,144 INFO [decode.py:694] About to create model +2023-05-29 13:45:06,843 INFO [decode.py:761] Calculating the averaged model over epoch range from 1 (excluded) to 2 +2023-05-29 13:45:19,896 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-29 13:45:19,897 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-29 13:45:19,934 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-29 13:45:20,504 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-29 13:45:20,504 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-29 13:45:20,560 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 13:45:21,088 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-29 13:45:24,177 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-29 13:45:43,663 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.0581, 4.2611, 2.5093, 2.2216], device='cuda:0') +2023-05-29 13:45:55,626 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9598, 2.2641, 3.0144, 2.9333], device='cuda:0') +2023-05-29 13:46:02,421 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-29 13:46:23,719 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-2-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:46:24,135 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.88% [32669 / 330498, 1509 ins, 14076 del, 17084 sub ] +2023-05-29 13:46:25,230 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-2-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:46:25,255 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.88 best for DEV + +2023-05-29 13:46:25,524 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 13:46:27,833 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-29 13:46:31,740 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.8797, 4.1199, 2.2983, 2.0326], device='cuda:0') +2023-05-29 13:47:06,568 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-29 13:47:12,822 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.0865, 2.8369, 2.7864, 2.4750], device='cuda:0') +2023-05-29 13:47:16,850 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6180, 4.1562, 3.5629, 1.8180], device='cuda:0') +2023-05-29 13:47:41,107 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.2421, 2.0819, 3.1449, 3.2109], device='cuda:0') +2023-05-29 13:47:41,610 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-29 13:47:44,275 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-2-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:47:44,820 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 11.10% [46151 / 415746, 2112 ins, 11814 del, 32225 sub ] +2023-05-29 13:47:46,282 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-2-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:47:46,285 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 11.1 best for TEST_NET + +2023-05-29 13:47:48,430 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-29 13:48:30,893 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-29 13:48:41,113 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-2-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:48:41,392 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 17.94% [39544 / 220385, 1589 ins, 18394 del, 19561 sub ] +2023-05-29 13:48:42,153 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-2-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:48:42,168 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 17.94 best for TEST_MEETING + +2023-05-29 13:48:42,171 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-2-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-44-58 b/logs/greedy_search/log-decode-epoch-2-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-44-58 new file mode 100644 index 0000000000000000000000000000000000000000..e0f606836b394fabb6181ebb2c7e63f1dc29c396 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-2-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-44-58 @@ -0,0 +1,5 @@ +2023-05-29 13:44:58,648 INFO [decode.py:680] Decoding started +2023-05-29 13:44:58,648 INFO [decode.py:686] Device: cuda:0 +2023-05-29 13:45:00,241 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 13:45:00,429 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 2, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-2-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 13:45:00,430 INFO [decode.py:694] About to create model diff --git a/logs/greedy_search/log-decode-epoch-3-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-41-18 b/logs/greedy_search/log-decode-epoch-3-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-41-18 new file mode 100644 index 0000000000000000000000000000000000000000..24c57f80042f4043f4ff858efb11206631026467 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-3-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-41-18 @@ -0,0 +1,45 @@ +2023-05-29 13:41:18,544 INFO [decode.py:680] Decoding started +2023-05-29 13:41:18,544 INFO [decode.py:686] Device: cuda:0 +2023-05-29 13:41:20,158 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 13:41:20,339 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 3, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-3-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 13:41:20,340 INFO [decode.py:694] About to create model +2023-05-29 13:41:21,006 INFO [decode.py:761] Calculating the averaged model over epoch range from 2 (excluded) to 3 +2023-05-29 13:41:35,872 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-29 13:41:35,872 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-29 13:41:35,881 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-29 13:41:36,442 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-29 13:41:36,443 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-29 13:41:36,497 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 13:41:37,022 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-29 13:41:39,681 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-29 13:41:42,993 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.8929, 4.4441, 3.2347, 1.9472], device='cuda:0') +2023-05-29 13:42:17,457 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-29 13:42:38,476 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-3-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:42:38,863 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.63% [31841 / 330498, 1428 ins, 16148 del, 14265 sub ] +2023-05-29 13:42:39,916 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-3-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:42:39,919 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.63 best for DEV + +2023-05-29 13:42:40,145 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 13:42:42,178 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-29 13:43:20,604 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-29 13:43:42,500 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.9867, 3.9810, 1.7902, 3.6865], device='cuda:0') +2023-05-29 13:43:54,886 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-29 13:43:57,600 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-3-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:43:58,139 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.86% [40988 / 415746, 1793 ins, 12366 del, 26829 sub ] +2023-05-29 13:43:59,557 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-3-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:43:59,561 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.86 best for TEST_NET + +2023-05-29 13:44:01,626 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-29 13:44:43,571 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-29 13:44:53,604 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-3-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:44:53,886 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.44% [36226 / 220385, 1307 ins, 19755 del, 15164 sub ] +2023-05-29 13:44:54,600 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-3-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:44:54,604 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.44 best for TEST_MEETING + +2023-05-29 13:44:54,604 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-3-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-37-40 b/logs/greedy_search/log-decode-epoch-3-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-37-40 new file mode 100644 index 0000000000000000000000000000000000000000..b68ad989e22cc95edc23c4e006b819299c618994 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-3-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-37-40 @@ -0,0 +1,47 @@ +2023-05-29 13:37:40,767 INFO [decode.py:680] Decoding started +2023-05-29 13:37:40,768 INFO [decode.py:686] Device: cuda:0 +2023-05-29 13:37:42,394 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 13:37:42,579 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 3, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-3-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 13:37:42,580 INFO [decode.py:694] About to create model +2023-05-29 13:37:43,252 INFO [decode.py:761] Calculating the averaged model over epoch range from 1 (excluded) to 3 +2023-05-29 13:37:57,479 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-29 13:37:57,480 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-29 13:37:57,503 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-29 13:37:58,067 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-29 13:37:58,068 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-29 13:37:58,127 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 13:37:58,651 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-29 13:38:01,317 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-29 13:38:38,814 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-29 13:38:59,538 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-3-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:38:59,925 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.56% [31596 / 330498, 1468 ins, 14088 del, 16040 sub ] +2023-05-29 13:39:00,981 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-3-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:39:01,015 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.56 best for DEV + +2023-05-29 13:39:01,241 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 13:39:03,233 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-29 13:39:32,958 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.1579, 1.5440, 1.3177, 1.4946, 1.4587, 0.9536, 1.6107, 1.4783], + device='cuda:0') +2023-05-29 13:39:41,205 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-29 13:40:05,617 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.2673, 1.5820, 2.3744, 2.4007], device='cuda:0') +2023-05-29 13:40:14,860 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-29 13:40:17,506 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-3-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:40:18,027 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 10.62% [44164 / 415746, 2051 ins, 11854 del, 30259 sub ] +2023-05-29 13:40:19,447 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-3-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:40:19,450 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 10.62 best for TEST_NET + +2023-05-29 13:40:21,724 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-29 13:40:56,063 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.0694, 3.4440, 2.0689, 2.2706], device='cuda:0') +2023-05-29 13:41:03,171 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-29 13:41:13,164 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-3-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:41:13,444 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 17.08% [37650 / 220385, 1495 ins, 18273 del, 17882 sub ] +2023-05-29 13:41:14,161 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-3-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:41:14,164 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 17.08 best for TEST_MEETING + +2023-05-29 13:41:14,164 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-1-context-1-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-05-29-14-13-35 b/logs/greedy_search/log-decode-epoch-4-avg-1-context-1-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-05-29-14-13-35 new file mode 100644 index 0000000000000000000000000000000000000000..454ca53efb0e90fa4dfce495917c73be5c8b10dc --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-1-context-1-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-05-29-14-13-35 @@ -0,0 +1,6 @@ +2023-05-29 14:13:35,784 INFO [decode.py:680] Decoding started +2023-05-29 14:13:35,785 INFO [decode.py:686] Device: cuda:0 +2023-05-29 14:13:37,436 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 14:13:37,623 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 1, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-1-context-1-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 14:13:37,626 INFO [decode.py:694] About to create model +2023-05-29 14:13:38,332 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 4 diff --git a/logs/greedy_search/log-decode-epoch-4-avg-1-context-1-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-05-29-14-13-58 b/logs/greedy_search/log-decode-epoch-4-avg-1-context-1-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-05-29-14-13-58 new file mode 100644 index 0000000000000000000000000000000000000000..b7b0fcbf5c2d22504941199b48c199b5e2f500e8 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-1-context-1-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-05-29-14-13-58 @@ -0,0 +1,6 @@ +2023-05-29 14:13:58,038 INFO [decode.py:680] Decoding started +2023-05-29 14:13:58,039 INFO [decode.py:686] Device: cuda:0 +2023-05-29 14:13:59,709 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 14:13:59,900 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 1, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-1-context-1-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 14:13:59,901 INFO [decode.py:694] About to create model +2023-05-29 14:14:00,607 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 4 diff --git a/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-34-02 b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-34-02 new file mode 100644 index 0000000000000000000000000000000000000000..e80f322d52bc1dd0773c014b3e1aa9ce0279c713 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-34-02 @@ -0,0 +1,48 @@ +2023-05-29 13:34:02,787 INFO [decode.py:680] Decoding started +2023-05-29 13:34:02,788 INFO [decode.py:686] Device: cuda:0 +2023-05-29 13:34:04,528 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 13:34:04,721 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 13:34:04,721 INFO [decode.py:694] About to create model +2023-05-29 13:34:05,392 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 4 +2023-05-29 13:34:18,592 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-29 13:34:18,592 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-29 13:34:18,599 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-29 13:34:19,163 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-29 13:34:19,164 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-29 13:34:19,222 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 13:34:19,744 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-29 13:34:22,410 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-29 13:34:44,496 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.4043, 3.9969, 4.2710, 3.2275], device='cuda:0') +2023-05-29 13:34:59,846 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-29 13:35:20,688 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:35:21,064 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.40% [31065 / 330498, 1423 ins, 16694 del, 12948 sub ] +2023-05-29 13:35:22,101 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:35:22,105 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.4 best for DEV + +2023-05-29 13:35:22,399 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 13:35:24,374 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-29 13:36:02,694 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-29 13:36:05,405 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.6665, 3.3429, 3.4281, 2.8069], device='cuda:0') +2023-05-29 13:36:25,091 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.1207, 3.0890, 1.7663, 2.8694], device='cuda:0') +2023-05-29 13:36:36,832 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-29 13:36:39,373 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:36:39,887 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.22% [38334 / 415746, 1718 ins, 12569 del, 24047 sub ] +2023-05-29 13:36:41,388 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:36:41,394 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.22 best for TEST_NET + +2023-05-29 13:36:43,557 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-29 13:36:45,239 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.8701, 2.8616, 4.1202, 4.1669], device='cuda:0') +2023-05-29 13:37:17,466 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.5100, 3.3714, 2.0809, 3.4174], device='cuda:0') +2023-05-29 13:37:25,205 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-29 13:37:35,155 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:37:35,427 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.13% [35551 / 220385, 1154 ins, 21133 del, 13264 sub ] +2023-05-29 13:37:36,135 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:37:36,138 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.13 best for TEST_MEETING + +2023-05-29 13:37:36,138 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-37-31 b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-37-31 new file mode 100644 index 0000000000000000000000000000000000000000..783ac2fae9f2415fd6455e0a1d9708ef39b7da9e --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-37-31 @@ -0,0 +1,51 @@ +2023-05-31 12:37:31,844 INFO [decode.py:680] Decoding started +2023-05-31 12:37:31,844 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:37:33,758 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:37:33,989 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:37:33,990 INFO [decode.py:694] About to create model +2023-05-31 12:37:34,672 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 4 +2023-05-31 12:37:43,777 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:37:43,779 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:37:43,790 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:37:44,398 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:37:44,399 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:37:44,456 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:37:44,978 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:37:47,717 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:38:01,503 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.2178, 3.8399, 4.0617, 3.1027], device='cuda:0') +2023-05-31 12:38:12,915 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3174, 2.8471, 2.5618, 2.4774, 2.8369, 2.6514, 2.7696, 3.0270], + device='cuda:0') +2023-05-31 12:38:25,938 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:38:46,802 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:38:47,193 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.40% [31065 / 330498, 1423 ins, 16694 del, 12948 sub ] +2023-05-31 12:38:48,225 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:38:48,228 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.4 best for DEV + +2023-05-31 12:38:48,488 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:38:50,468 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:39:28,960 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:39:47,091 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3402, 2.1890, 3.3999, 3.4873], device='cuda:0') +2023-05-31 12:40:03,262 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.4333, 2.1385, 2.1684, 1.8138, 1.9580, 1.4955, 2.2112, 2.1272], + device='cuda:0') +2023-05-31 12:40:03,741 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:40:06,336 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:40:06,871 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.22% [38334 / 415746, 1718 ins, 12569 del, 24047 sub ] +2023-05-31 12:40:08,245 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:40:08,249 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.22 best for TEST_NET + +2023-05-31 12:40:10,392 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:40:50,825 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.5982, 2.7510, 2.4190, 2.9699, 3.2282, 3.4000, 3.3601, 3.0733], + device='cuda:0') +2023-05-31 12:40:54,157 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:41:04,131 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:41:04,391 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.13% [35551 / 220385, 1154 ins, 21133 del, 13264 sub ] +2023-05-31 12:41:05,104 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:41:05,106 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.13 best for TEST_MEETING + +2023-05-31 12:41:05,107 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-05-29-14-14-27 b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-05-29-14-14-27 new file mode 100644 index 0000000000000000000000000000000000000000..72da0428498d82f6ae08d3edbe4308b3f58fd8ad --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-05-29-14-14-27 @@ -0,0 +1,44 @@ +2023-05-29 14:14:27,713 INFO [decode.py:680] Decoding started +2023-05-29 14:14:27,713 INFO [decode.py:686] Device: cuda:0 +2023-05-29 14:14:29,469 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 14:14:29,660 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 14:14:29,661 INFO [decode.py:694] About to create model +2023-05-29 14:14:30,341 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 4 +2023-05-29 14:14:42,585 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-29 14:14:42,585 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-29 14:14:42,593 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-29 14:14:43,162 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-29 14:14:43,164 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-29 14:14:43,220 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 14:14:43,746 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-29 14:14:46,405 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-29 14:15:25,200 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-29 14:15:44,637 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.7389, 5.3321, 5.3214, 5.3840], device='cuda:0') +2023-05-29 14:15:46,080 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_1.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-29 14:15:46,485 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_1.0] %WER 8.50% [28088 / 330498, 1920 ins, 12793 del, 13375 sub ] +2023-05-29 14:15:47,544 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_1.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-29 14:15:47,547 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_1.0 8.5 best for DEV + +2023-05-29 14:15:47,761 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 14:15:49,867 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-29 14:16:28,083 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-29 14:17:01,895 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-29 14:17:04,458 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_1.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-29 14:17:04,969 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_1.0] %WER 8.90% [36987 / 415746, 2361 ins, 9961 del, 24665 sub ] +2023-05-29 14:17:06,359 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_1.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-29 14:17:06,376 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_1.0 8.9 best for TEST_NET + +2023-05-29 14:17:08,790 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-29 14:17:50,972 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-29 14:18:00,991 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_1.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-29 14:18:01,251 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_1.0] %WER 14.41% [31761 / 220385, 1830 ins, 15733 del, 14198 sub ] +2023-05-29 14:18:01,988 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_1.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-29 14:18:02,024 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_1.0 14.41 best for TEST_MEETING + +2023-05-29 14:18:02,028 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-05-29-14-18-06 b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-05-29-14-18-06 new file mode 100644 index 0000000000000000000000000000000000000000..83e8566e1dde07c24a7f6068b91a7ced7f356126 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-05-29-14-18-06 @@ -0,0 +1,43 @@ +2023-05-29 14:18:06,410 INFO [decode.py:680] Decoding started +2023-05-29 14:18:06,410 INFO [decode.py:686] Device: cuda:0 +2023-05-29 14:18:08,031 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 14:18:08,212 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 14:18:08,212 INFO [decode.py:694] About to create model +2023-05-29 14:18:08,898 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 4 +2023-05-29 14:18:22,550 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-29 14:18:22,552 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-29 14:18:22,558 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-29 14:18:23,115 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-29 14:18:23,116 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-29 14:18:23,174 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 14:18:23,693 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-29 14:18:26,427 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-29 14:19:04,255 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-29 14:19:25,252 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_1.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-29 14:19:25,658 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_1.5] %WER 8.12% [26829 / 330498, 2177 ins, 11051 del, 13601 sub ] +2023-05-29 14:19:26,717 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_1.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-29 14:19:26,721 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_1.5 8.12 best for DEV + +2023-05-29 14:19:26,937 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 14:19:28,999 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-29 14:20:12,270 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-29 14:20:49,393 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-29 14:20:52,012 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_1.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-29 14:20:52,526 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_1.5] %WER 8.84% [36769 / 415746, 2821 ins, 8979 del, 24969 sub ] +2023-05-29 14:20:53,903 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_1.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-29 14:20:53,916 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_1.5 8.84 best for TEST_NET + +2023-05-29 14:20:56,279 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-29 14:21:43,668 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-29 14:21:53,606 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_1.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-29 14:21:53,864 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_1.5] %WER 13.96% [30763 / 220385, 2311 ins, 13869 del, 14583 sub ] +2023-05-29 14:21:54,584 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_1.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-29 14:21:54,610 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_1.5 13.96 best for TEST_MEETING + +2023-05-29 14:21:54,610 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-05-29-14-21-58 b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-05-29-14-21-58 new file mode 100644 index 0000000000000000000000000000000000000000..0f405c3554f1d95145d186aefc152a9c5a5f07d1 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-05-29-14-21-58 @@ -0,0 +1,48 @@ +2023-05-29 14:21:58,946 INFO [decode.py:680] Decoding started +2023-05-29 14:21:58,947 INFO [decode.py:686] Device: cuda:0 +2023-05-29 14:22:00,564 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 14:22:00,746 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 14:22:00,746 INFO [decode.py:694] About to create model +2023-05-29 14:22:01,463 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 4 +2023-05-29 14:22:14,400 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-29 14:22:14,402 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-29 14:22:14,478 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-29 14:22:15,056 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-29 14:22:15,057 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-29 14:22:15,110 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 14:22:15,635 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-29 14:22:18,548 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-29 14:22:56,638 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-29 14:23:17,463 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-29 14:23:17,843 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_2.0] %WER 7.83% [25882 / 330498, 2511 ins, 9560 del, 13811 sub ] +2023-05-29 14:23:18,897 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-29 14:23:18,905 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.83 best for DEV + +2023-05-29 14:23:19,136 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 14:23:21,128 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-29 14:24:01,260 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-29 14:24:35,259 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6047, 2.6421, 1.9237, 3.2822], device='cuda:0') +2023-05-29 14:24:35,744 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-29 14:24:38,502 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-29 14:24:39,037 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 8.86% [36821 / 415746, 3457 ins, 8174 del, 25190 sub ] +2023-05-29 14:24:40,451 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-29 14:24:40,458 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 8.86 best for TEST_NET + +2023-05-29 14:24:42,607 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-29 14:24:58,595 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.9154, 3.0426, 2.7452, 3.2603, 3.5489, 3.7668, 3.7094, 3.4005], + device='cuda:0') +2023-05-29 14:25:09,756 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.8068, 3.5105, 2.8827, 4.3975], device='cuda:0') +2023-05-29 14:25:21,768 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.0318, 4.0307, 2.3126, 3.8183], device='cuda:0') +2023-05-29 14:25:24,338 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-29 14:25:34,272 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-29 14:25:34,538 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 13.73% [30256 / 220385, 2852 ins, 12429 del, 14975 sub ] +2023-05-29 14:25:35,279 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-29 14:25:35,283 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 13.73 best for TEST_MEETING + +2023-05-29 14:25:35,283 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-39-01 b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-39-01 new file mode 100644 index 0000000000000000000000000000000000000000..0c21658e8c2cdc5c1baf122e7ce170f13cde0cf3 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-39-01 @@ -0,0 +1,17 @@ +2023-06-13 17:39:01,521 INFO [decode.py:685] Decoding started +2023-06-13 17:39:01,522 INFO [decode.py:691] Device: cuda:0 +2023-06-13 17:39:03,149 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 17:39:03,328 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 17:39:03,329 INFO [decode.py:704] About to create model +2023-06-13 17:39:04,004 INFO [decode.py:771] Calculating the averaged model over epoch range from 3 (excluded) to 4 +2023-06-13 17:39:19,900 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 17:39:19,902 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 17:39:19,927 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 17:39:20,477 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 17:39:20,478 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 17:39:20,480 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:39:20,531 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:39:21,051 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 17:39:21,073 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:39:23,960 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 17:40:03,893 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 diff --git a/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-40-27 b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-40-27 new file mode 100644 index 0000000000000000000000000000000000000000..908f81a31231abdadb5ffeef3e4c103722f39adf --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-40-27 @@ -0,0 +1,52 @@ +2023-06-13 17:40:27,187 INFO [decode.py:685] Decoding started +2023-06-13 17:40:27,187 INFO [decode.py:691] Device: cuda:0 +2023-06-13 17:40:28,927 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 17:40:29,113 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 17:40:29,114 INFO [decode.py:704] About to create model +2023-06-13 17:40:29,823 INFO [decode.py:771] Calculating the averaged model over epoch range from 3 (excluded) to 4 +2023-06-13 17:40:41,728 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 17:40:41,729 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 17:40:41,753 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 17:40:42,339 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 17:40:42,339 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 17:40:42,343 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:40:42,394 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:40:42,960 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 17:40:42,966 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:40:45,856 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 17:41:12,826 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.0533, 5.1965, 2.3386, 4.7671], device='cuda:0') +2023-06-13 17:41:21,324 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1267, 3.4339, 2.4938, 4.1398], device='cuda:0') +2023-06-13 17:41:24,618 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 17:41:46,291 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:41:46,706 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.83% [25882 / 330498, 2511 ins, 9560 del, 13811 sub ] +2023-06-13 17:41:47,784 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:41:47,797 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.83 best for DEV + +2023-06-13 17:41:48,053 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:41:50,162 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 17:42:16,495 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.1968, 3.0427, 1.9603, 3.0791], device='cuda:0') +2023-06-13 17:42:25,404 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.4194, 3.9404, 4.5732, 4.5745], device='cuda:0') +2023-06-13 17:42:29,853 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 17:43:05,028 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 17:43:07,755 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:43:08,291 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 8.86% [36821 / 415746, 3457 ins, 8174 del, 25190 sub ] +2023-06-13 17:43:09,733 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:43:09,765 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 8.86 best for TEST_NET + +2023-06-13 17:43:12,040 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 17:43:13,523 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1115, 3.5559, 2.7794, 2.0906], device='cuda:0') +2023-06-13 17:43:45,034 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.9625, 3.5627, 2.9859, 3.4542, 3.6675, 2.7095, 3.7698, 3.3778], + device='cuda:0') +2023-06-13 17:43:55,032 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 17:44:05,225 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:44:05,493 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 13.73% [30256 / 220385, 2852 ins, 12429 del, 14975 sub ] +2023-06-13 17:44:06,234 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:44:06,255 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 13.73 best for TEST_MEETING + +2023-06-13 17:44:06,255 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-05-29-14-25-39 b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-05-29-14-25-39 new file mode 100644 index 0000000000000000000000000000000000000000..229a3ad51155c58edd7974bf4071c8a5351b00f4 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-05-29-14-25-39 @@ -0,0 +1,47 @@ +2023-05-29 14:25:39,340 INFO [decode.py:680] Decoding started +2023-05-29 14:25:39,340 INFO [decode.py:686] Device: cuda:0 +2023-05-29 14:25:41,096 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 14:25:41,296 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 14:25:41,297 INFO [decode.py:694] About to create model +2023-05-29 14:25:41,956 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 4 +2023-05-29 14:25:54,430 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-29 14:25:54,430 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-29 14:25:54,438 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-29 14:25:54,989 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-29 14:25:54,990 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-29 14:25:55,051 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 14:25:55,564 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-29 14:25:58,215 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-29 14:26:36,080 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-29 14:26:57,115 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-29 14:26:57,507 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_2.5] %WER 7.68% [25391 / 330498, 2973 ins, 8474 del, 13944 sub ] +2023-05-29 14:26:58,559 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-29 14:26:58,562 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.5 7.68 best for DEV + +2023-05-29 14:26:58,783 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 14:27:00,813 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-29 14:27:39,133 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-29 14:28:13,602 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-29 14:28:16,188 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-29 14:28:16,705 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_2.5] %WER 8.95% [37207 / 415746, 4308 ins, 7482 del, 25417 sub ] +2023-05-29 14:28:18,105 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-29 14:28:18,109 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.5 8.95 best for TEST_NET + +2023-05-29 14:28:20,255 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-29 14:28:26,601 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.9106, 3.5228, 3.1905, 3.1765, 3.4117, 3.3459, 3.4857, 3.6418], + device='cuda:0') +2023-05-29 14:28:30,361 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.9051, 3.3932, 2.8223, 3.2673, 3.5659, 2.6024, 3.5777, 3.2557], + device='cuda:0') +2023-05-29 14:29:02,468 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-29 14:29:12,631 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-29 14:29:12,915 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_2.5] %WER 13.70% [30189 / 220385, 3564 ins, 11323 del, 15302 sub ] +2023-05-29 14:29:13,652 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.5-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-29 14:29:13,686 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.5 13.7 best for TEST_MEETING + +2023-05-29 14:29:13,690 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-05-29-14-29-18 b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-05-29-14-29-18 new file mode 100644 index 0000000000000000000000000000000000000000..cc1ddf8a2c4c91142c399c79f0f150e875255998 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-05-29-14-29-18 @@ -0,0 +1,56 @@ +2023-05-29 14:29:18,305 INFO [decode.py:680] Decoding started +2023-05-29 14:29:18,305 INFO [decode.py:686] Device: cuda:0 +2023-05-29 14:29:19,965 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 14:29:20,159 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 3.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 14:29:20,164 INFO [decode.py:694] About to create model +2023-05-29 14:29:20,843 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 4 +2023-05-29 14:29:33,208 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-29 14:29:33,220 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-29 14:29:33,261 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-29 14:29:33,827 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-29 14:29:33,828 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-29 14:29:33,882 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 14:29:34,402 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-29 14:29:37,236 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-29 14:29:47,003 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1678, 2.6869, 2.4412, 2.3711, 2.7106, 2.4965, 2.6623, 2.8734], + device='cuda:0') +2023-05-29 14:30:14,925 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-29 14:30:35,766 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_3.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-29 14:30:36,151 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_3.0] %WER 7.66% [25329 / 330498, 3543 ins, 7700 del, 14086 sub ] +2023-05-29 14:30:37,197 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_3.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-29 14:30:37,209 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_3.0 7.66 best for DEV + +2023-05-29 14:30:37,478 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 14:30:39,453 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-29 14:30:40,475 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.0800, 2.2003, 1.6971, 2.4666], device='cuda:0') +2023-05-29 14:31:15,425 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1361, 2.8265, 2.7663, 2.5946, 2.8436, 1.8441, 3.0443, 2.8388], + device='cuda:0') +2023-05-29 14:31:17,862 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-29 14:31:24,106 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.4770, 1.8433, 1.3120, 1.8791, 2.0586, 2.0353, 1.9794, 1.9422], + device='cuda:0') +2023-05-29 14:31:37,446 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.5033, 2.2153, 1.6318, 2.3166, 2.1997, 1.2510, 2.4383, 2.1643], + device='cuda:0') +2023-05-29 14:31:52,224 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-29 14:31:54,903 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_3.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-29 14:31:55,447 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_3.0] %WER 9.10% [37832 / 415746, 5414 ins, 6768 del, 25650 sub ] +2023-05-29 14:31:56,864 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_3.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-29 14:31:56,867 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_3.0 9.1 best for TEST_NET + +2023-05-29 14:31:58,981 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-29 14:32:19,139 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.1660, 5.0437, 4.9350, 5.3092], device='cuda:0') +2023-05-29 14:32:40,815 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-29 14:32:49,032 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.9873, 5.8641, 5.7679, 6.1772], device='cuda:0') +2023-05-29 14:32:49,155 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3653, 3.1514, 3.0012, 2.9276, 3.2925, 2.2997, 3.4332, 3.3159], + device='cuda:0') +2023-05-29 14:32:50,828 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_3.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-29 14:32:51,091 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_3.0] %WER 13.82% [30457 / 220385, 4492 ins, 10440 del, 15525 sub ] +2023-05-29 14:32:51,823 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_3.0-epoch-4-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-29 14:32:51,831 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_3.0 13.82 best for TEST_MEETING + +2023-05-29 14:32:51,831 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-30-20 b/logs/greedy_search/log-decode-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-30-20 new file mode 100644 index 0000000000000000000000000000000000000000..7d6bfc64f71910b8a431eb9aa7d3e7d699ecd90d --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-29-13-30-20 @@ -0,0 +1,48 @@ +2023-05-29 13:30:20,801 INFO [decode.py:680] Decoding started +2023-05-29 13:30:20,801 INFO [decode.py:686] Device: cuda:0 +2023-05-29 13:30:22,479 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-29 13:30:22,950 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 4, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-29 13:30:22,950 INFO [decode.py:694] About to create model +2023-05-29 13:30:23,622 INFO [decode.py:761] Calculating the averaged model over epoch range from 2 (excluded) to 4 +2023-05-29 13:30:39,220 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-29 13:30:39,220 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-29 13:30:39,237 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-29 13:30:39,812 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-29 13:30:39,812 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-29 13:30:39,872 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 13:30:40,399 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-29 13:30:43,449 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-29 13:30:54,731 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.1921, 3.3373, 1.8954, 3.3266], device='cuda:0') +2023-05-29 13:31:08,887 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6617, 3.6840, 2.8691, 4.3471], device='cuda:0') +2023-05-29 13:31:21,199 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-29 13:31:33,832 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6510, 2.2828, 1.8037, 2.2365, 2.0811, 1.4666, 2.4089, 2.2849], + device='cuda:0') +2023-05-29 13:31:42,346 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:31:42,735 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.49% [31368 / 330498, 1414 ins, 16363 del, 13591 sub ] +2023-05-29 13:31:43,797 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:31:43,804 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.49 best for DEV + +2023-05-29 13:31:44,040 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-29 13:31:46,543 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-29 13:32:02,675 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.1199, 2.7846, 2.0374, 3.2630], device='cuda:0') +2023-05-29 13:32:24,749 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-29 13:32:58,770 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-29 13:33:01,349 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:33:01,872 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.67% [40197 / 415746, 1774 ins, 12601 del, 25822 sub ] +2023-05-29 13:33:03,257 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:33:03,261 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.67 best for TEST_NET + +2023-05-29 13:33:05,870 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-29 13:33:47,557 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-29 13:33:57,478 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:33:57,730 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.22% [35737 / 220385, 1231 ins, 20169 del, 14337 sub ] +2023-05-29 13:33:58,443 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-29 13:33:58,446 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.22 best for TEST_MEETING + +2023-05-29 13:33:58,446 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-33-49 b/logs/greedy_search/log-decode-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-33-49 new file mode 100644 index 0000000000000000000000000000000000000000..0380cdbab1d0525a7858e924e9f2eaba77fe6d34 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-33-49 @@ -0,0 +1,47 @@ +2023-05-31 12:33:49,973 INFO [decode.py:680] Decoding started +2023-05-31 12:33:49,973 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:33:51,765 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:33:52,010 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 4, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:33:52,011 INFO [decode.py:694] About to create model +2023-05-31 12:33:52,684 INFO [decode.py:761] Calculating the averaged model over epoch range from 2 (excluded) to 4 +2023-05-31 12:34:03,239 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:34:03,239 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:34:03,251 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:34:03,809 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:34:03,810 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:34:03,875 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:34:04,389 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:34:07,461 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:34:26,240 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.4407, 3.0552, 2.7194, 2.6166, 3.0159, 2.8159, 2.9680, 3.2501], + device='cuda:0') +2023-05-31 12:34:45,712 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:35:06,832 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:35:07,220 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.49% [31368 / 330498, 1414 ins, 16363 del, 13591 sub ] +2023-05-31 12:35:08,260 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:35:08,263 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.49 best for DEV + +2023-05-31 12:35:08,522 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:35:10,811 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:35:50,024 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:35:52,070 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.9345, 4.7286, 4.5636, 5.0407], device='cuda:0') +2023-05-31 12:36:25,576 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:36:28,604 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:36:29,158 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.67% [40197 / 415746, 1774 ins, 12601 del, 25822 sub ] +2023-05-31 12:36:30,638 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:36:30,641 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.67 best for TEST_NET + +2023-05-31 12:36:33,065 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:36:40,805 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.7260, 3.1098, 2.4405, 2.5370], device='cuda:0') +2023-05-31 12:37:15,891 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:37:26,004 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:37:26,269 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.22% [35737 / 220385, 1231 ins, 20169 del, 14337 sub ] +2023-05-31 12:37:26,983 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-4-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:37:26,986 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.22 best for TEST_MEETING + +2023-05-31 12:37:26,986 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-30-08 b/logs/greedy_search/log-decode-epoch-4-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-30-08 new file mode 100644 index 0000000000000000000000000000000000000000..348a14e532050e447732e9d24895eeb621afba9c --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-30-08 @@ -0,0 +1,50 @@ +2023-05-31 12:30:08,087 INFO [decode.py:680] Decoding started +2023-05-31 12:30:08,087 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:30:09,814 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:30:09,994 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 4, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:30:09,994 INFO [decode.py:694] About to create model +2023-05-31 12:30:10,743 INFO [decode.py:761] Calculating the averaged model over epoch range from 1 (excluded) to 4 +2023-05-31 12:30:22,251 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:30:22,252 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:30:22,265 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:30:22,844 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:30:22,846 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:30:22,901 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:30:23,419 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:30:26,223 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:31:04,388 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:31:07,627 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2909, 3.2399, 2.3959, 3.1521, 3.2717, 2.0318, 3.4568, 3.1001], + device='cuda:0') +2023-05-31 12:31:15,542 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.6964, 3.3470, 2.8891, 2.9866, 3.2246, 2.9447, 3.1955, 3.4497], + device='cuda:0') +2023-05-31 12:31:25,498 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-4-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:31:25,872 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.45% [31238 / 330498, 1423 ins, 14528 del, 15287 sub ] +2023-05-31 12:31:26,899 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-4-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:31:26,903 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.45 best for DEV + +2023-05-31 12:31:27,166 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:31:29,077 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:31:29,209 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.5664, 5.3013, 5.1455, 5.6837], device='cuda:0') +2023-05-31 12:32:08,420 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:32:16,282 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.7930, 3.1013, 2.7245, 3.2693, 3.5986, 3.8196, 3.6955, 3.0923], + device='cuda:0') +2023-05-31 12:32:43,672 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:32:46,284 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-4-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:32:46,830 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 10.39% [43180 / 415746, 1949 ins, 12292 del, 28939 sub ] +2023-05-31 12:32:48,248 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-4-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:32:48,252 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 10.39 best for TEST_NET + +2023-05-31 12:32:51,088 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:33:33,567 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:33:43,909 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-4-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:33:44,175 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.74% [36891 / 220385, 1423 ins, 18919 del, 16549 sub ] +2023-05-31 12:33:44,895 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-4-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:33:44,899 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.74 best for TEST_MEETING + +2023-05-31 12:33:44,899 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-4-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-30-01 b/logs/greedy_search/log-decode-epoch-4-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-30-01 new file mode 100644 index 0000000000000000000000000000000000000000..a5a07cdb29e9c813c3eb8d0aab8106be26d1ecda --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-4-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-30-01 @@ -0,0 +1,5 @@ +2023-05-31 12:30:01,811 INFO [decode.py:680] Decoding started +2023-05-31 12:30:01,811 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:30:03,553 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:30:03,731 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 4, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-4-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:30:03,732 INFO [decode.py:694] About to create model diff --git a/logs/greedy_search/log-decode-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-26-23 b/logs/greedy_search/log-decode-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-26-23 new file mode 100644 index 0000000000000000000000000000000000000000..a914d831b4c7468f530f769cf94e24ff3c87810d --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-26-23 @@ -0,0 +1,51 @@ +2023-05-31 12:26:23,007 INFO [decode.py:680] Decoding started +2023-05-31 12:26:23,008 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:26:24,716 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:26:24,892 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 5, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:26:24,892 INFO [decode.py:694] About to create model +2023-05-31 12:26:25,561 INFO [decode.py:761] Calculating the averaged model over epoch range from 4 (excluded) to 5 +2023-05-31 12:26:36,462 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:26:36,463 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:26:36,473 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:26:37,041 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:26:37,043 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:26:37,100 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:26:37,614 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:26:40,230 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:27:17,997 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:27:28,318 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.5943, 4.4392, 4.2848, 4.7371], device='cuda:0') +2023-05-31 12:27:38,903 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:27:39,291 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.34% [30867 / 330498, 1420 ins, 17349 del, 12098 sub ] +2023-05-31 12:27:40,322 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:27:40,326 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.34 best for DEV + +2023-05-31 12:27:40,564 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:27:42,616 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:28:21,376 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:28:33,516 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.8545, 4.0681, 2.4035, 2.1905], device='cuda:0') +2023-05-31 12:28:41,505 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3887, 2.8828, 2.2861, 3.5124], device='cuda:0') +2023-05-31 12:28:48,086 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.1833, 1.4760, 1.2947, 1.5073, 1.3567, 0.9718, 1.5567, 1.3769], + device='cuda:0') +2023-05-31 12:28:55,848 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:28:56,068 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3992, 2.7044, 2.3937, 2.8397, 3.1210, 3.3505, 3.2589, 2.7842], + device='cuda:0') +2023-05-31 12:28:58,435 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:28:58,972 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.89% [36972 / 415746, 1660 ins, 12849 del, 22463 sub ] +2023-05-31 12:29:00,363 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:29:00,366 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.89 best for TEST_NET + +2023-05-31 12:29:02,521 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:29:19,878 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.1209, 4.6752, 4.9202, 4.1985], device='cuda:0') +2023-05-31 12:29:45,847 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:29:56,002 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:29:56,299 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.32% [35966 / 220385, 1098 ins, 22733 del, 12135 sub ] +2023-05-31 12:29:57,022 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:29:57,026 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.32 best for TEST_MEETING + +2023-05-31 12:29:57,026 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-44-11 b/logs/greedy_search/log-decode-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-44-11 new file mode 100644 index 0000000000000000000000000000000000000000..da9638b2ef6ad15b28f6b878abf8240d6774739c --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-44-11 @@ -0,0 +1,51 @@ +2023-06-13 17:44:11,355 INFO [decode.py:685] Decoding started +2023-06-13 17:44:11,359 INFO [decode.py:691] Device: cuda:0 +2023-06-13 17:44:13,094 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 17:44:13,287 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 5, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 17:44:13,288 INFO [decode.py:704] About to create model +2023-06-13 17:44:13,991 INFO [decode.py:771] Calculating the averaged model over epoch range from 4 (excluded) to 5 +2023-06-13 17:44:27,723 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 17:44:27,725 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 17:44:27,742 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 17:44:28,310 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 17:44:28,311 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 17:44:28,313 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:44:28,364 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:44:28,886 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 17:44:28,914 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:44:31,656 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 17:45:10,436 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 17:45:26,196 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.2680, 3.5532, 2.1868, 3.5447], device='cuda:0') +2023-06-13 17:45:31,949 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:45:32,344 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.75% [25627 / 330498, 2533 ins, 10199 del, 12895 sub ] +2023-06-13 17:45:33,405 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:45:33,411 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.75 best for DEV + +2023-06-13 17:45:33,666 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:45:35,601 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 17:46:05,218 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.3815, 2.7852, 2.2763, 2.5806], device='cuda:0') +2023-06-13 17:46:15,384 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 17:46:47,707 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.8491, 3.7663, 2.4048, 1.8099], device='cuda:0') +2023-06-13 17:46:50,873 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 17:46:51,713 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.5572, 1.8943, 1.4391, 1.9641, 2.0687, 2.0875, 2.0092, 1.9565], + device='cuda:0') +2023-06-13 17:46:53,542 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:46:54,100 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 8.46% [35184 / 415746, 3345 ins, 8261 del, 23578 sub ] +2023-06-13 17:46:55,657 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:46:55,668 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 8.46 best for TEST_NET + +2023-06-13 17:46:57,911 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 17:47:33,672 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.1252, 2.6757, 2.2721, 2.2864], device='cuda:0') +2023-06-13 17:47:41,731 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 17:47:52,126 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:47:52,397 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 13.38% [29489 / 220385, 2620 ins, 13042 del, 13827 sub ] +2023-06-13 17:47:53,166 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-5-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:47:53,197 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 13.38 best for TEST_MEETING + +2023-06-13 17:47:53,200 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-5-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-22-43 b/logs/greedy_search/log-decode-epoch-5-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-22-43 new file mode 100644 index 0000000000000000000000000000000000000000..0654db58811a0c439d9d4ac3c1713dc4c972d443 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-5-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-22-43 @@ -0,0 +1,48 @@ +2023-05-31 12:22:43,045 INFO [decode.py:680] Decoding started +2023-05-31 12:22:43,045 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:22:44,765 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:22:44,939 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 5, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-5-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:22:44,940 INFO [decode.py:694] About to create model +2023-05-31 12:22:45,608 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 5 +2023-05-31 12:22:56,638 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:22:56,639 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:22:56,648 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:22:57,210 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:22:57,211 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:22:57,267 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:22:57,798 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:23:00,629 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:23:18,665 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.8496, 3.8206, 2.5900, 1.8893], device='cuda:0') +2023-05-31 12:23:22,274 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1779, 2.8981, 3.7708, 3.7549], device='cuda:0') +2023-05-31 12:23:38,801 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:24:00,534 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-5-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:24:00,937 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.47% [31313 / 330498, 1400 ins, 17414 del, 12499 sub ] +2023-05-31 12:24:02,015 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-5-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:24:02,019 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.47 best for DEV + +2023-05-31 12:24:02,276 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:24:04,291 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:24:43,096 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:25:18,032 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:25:20,599 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-5-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:25:21,131 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.13% [37968 / 415746, 1673 ins, 12989 del, 23306 sub ] +2023-05-31 12:25:22,542 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-5-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:25:22,545 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.13 best for TEST_NET + +2023-05-31 12:25:24,707 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:25:34,174 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3593, 2.5840, 2.1216, 2.7801, 2.9742, 3.0801, 3.0561, 2.8313], + device='cuda:0') +2023-05-31 12:26:01,435 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.7091, 2.2687, 3.2020, 3.2559], device='cuda:0') +2023-05-31 12:26:07,077 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:26:17,135 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-5-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:26:17,398 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.42% [36194 / 220385, 1073 ins, 22613 del, 12508 sub ] +2023-05-31 12:26:18,113 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-5-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:26:18,117 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.42 best for TEST_MEETING + +2023-05-31 12:26:18,117 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-5-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-19-02 b/logs/greedy_search/log-decode-epoch-5-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-19-02 new file mode 100644 index 0000000000000000000000000000000000000000..749d504f6078e46fda7036af8e87869255b5dbc5 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-5-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-19-02 @@ -0,0 +1,53 @@ +2023-05-31 12:19:02,465 INFO [decode.py:680] Decoding started +2023-05-31 12:19:02,465 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:19:04,184 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:19:04,355 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 5, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-5-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:19:04,355 INFO [decode.py:694] About to create model +2023-05-31 12:19:05,044 INFO [decode.py:761] Calculating the averaged model over epoch range from 2 (excluded) to 5 +2023-05-31 12:19:16,659 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:19:16,660 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:19:16,671 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:19:17,232 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:19:17,233 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:19:17,293 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:19:17,813 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:19:20,552 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:19:31,203 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1603, 2.4774, 2.0617, 2.7051, 2.8809, 3.1773, 3.0197, 2.8107], + device='cuda:0') +2023-05-31 12:19:59,047 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:20:10,242 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.7579, 3.3796, 2.9426, 3.0530, 3.2507, 2.9988, 3.2662, 3.5133], + device='cuda:0') +2023-05-31 12:20:20,269 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-5-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:20:20,659 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.62% [31810 / 330498, 1350 ins, 17375 del, 13085 sub ] +2023-05-31 12:20:21,700 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-5-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:20:21,704 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.62 best for DEV + +2023-05-31 12:20:21,965 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:20:23,969 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:20:24,923 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.1427, 3.1262, 1.7779, 2.9025], device='cuda:0') +2023-05-31 12:21:03,062 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:21:18,200 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.0657, 2.1397, 1.7163, 2.3868], device='cuda:0') +2023-05-31 12:21:23,372 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6706, 2.3253, 2.3555, 2.1797, 2.2161, 1.6748, 2.5062, 2.3557], + device='cuda:0') +2023-05-31 12:21:32,663 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.1489, 3.3731, 3.1800, 3.4430, 3.5928, 3.8132, 3.7088, 2.9894], + device='cuda:0') +2023-05-31 12:21:37,758 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:21:40,360 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-5-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:21:40,907 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.55% [39696 / 415746, 1675 ins, 13227 del, 24794 sub ] +2023-05-31 12:21:42,276 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-5-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:21:42,279 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.55 best for TEST_NET + +2023-05-31 12:21:44,603 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:22:27,139 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:22:37,374 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-5-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:22:37,634 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.62% [36620 / 220385, 1123 ins, 22045 del, 13452 sub ] +2023-05-31 12:22:38,343 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-5-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:22:38,346 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.62 best for TEST_MEETING + +2023-05-31 12:22:38,346 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-5-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-15-23 b/logs/greedy_search/log-decode-epoch-5-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-15-23 new file mode 100644 index 0000000000000000000000000000000000000000..7b649fc1ce7ee6395d8024d9ce8662c38970e581 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-5-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-15-23 @@ -0,0 +1,45 @@ +2023-05-31 12:15:23,931 INFO [decode.py:680] Decoding started +2023-05-31 12:15:23,931 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:15:25,628 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:15:25,799 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 5, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-5-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:15:25,800 INFO [decode.py:694] About to create model +2023-05-31 12:15:26,472 INFO [decode.py:761] Calculating the averaged model over epoch range from 1 (excluded) to 5 +2023-05-31 12:15:37,736 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:15:37,737 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:15:37,747 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:15:38,301 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:15:38,302 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:15:38,356 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:15:38,898 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:15:41,538 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:16:19,499 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:16:40,514 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-5-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:16:40,909 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.70% [32054 / 330498, 1335 ins, 16120 del, 14599 sub ] +2023-05-31 12:16:41,973 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-5-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:16:41,978 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.7 best for DEV + +2023-05-31 12:16:42,216 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:16:44,198 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:17:22,950 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.1864, 1.8694, 2.9012, 2.9741], device='cuda:0') +2023-05-31 12:17:23,291 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:17:47,228 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.8692, 4.5912, 4.4267, 4.5754], device='cuda:0') +2023-05-31 12:17:57,921 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:18:00,492 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-5-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:18:01,024 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 10.33% [42928 / 415746, 1797 ins, 13280 del, 27851 sub ] +2023-05-31 12:18:02,415 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-5-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:18:02,418 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 10.33 best for TEST_NET + +2023-05-31 12:18:04,511 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:18:46,486 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:18:56,588 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-5-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:18:56,852 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 17.04% [37547 / 220385, 1279 ins, 20699 del, 15569 sub ] +2023-05-31 12:18:57,564 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-5-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:18:57,567 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 17.04 best for TEST_MEETING + +2023-05-31 12:18:57,567 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-11-45 b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-11-45 new file mode 100644 index 0000000000000000000000000000000000000000..30cdeb7706596031f4e349d3a6e81bb142374ba3 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-11-45 @@ -0,0 +1,48 @@ +2023-05-31 12:11:45,968 INFO [decode.py:680] Decoding started +2023-05-31 12:11:45,969 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:11:47,678 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:11:47,858 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 6, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:11:47,859 INFO [decode.py:694] About to create model +2023-05-31 12:11:48,551 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 6 +2023-05-31 12:11:59,665 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:11:59,666 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:11:59,676 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:12:00,280 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:12:00,282 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:12:00,336 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:12:00,851 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:12:03,570 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:12:41,108 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.0304, 2.7088, 2.0840, 2.8919, 2.8824, 1.8858, 3.0859, 2.6761], + device='cuda:0') +2023-05-31 12:12:41,567 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:12:50,233 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.9673, 5.1120, 2.3711, 4.6931], device='cuda:0') +2023-05-31 12:12:55,400 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9333, 3.0482, 2.3350, 3.7766], device='cuda:0') +2023-05-31 12:13:02,522 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:13:02,909 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.34% [30858 / 330498, 1406 ins, 17838 del, 11614 sub ] +2023-05-31 12:13:03,935 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:13:03,938 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.34 best for DEV + +2023-05-31 12:13:04,186 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:13:06,045 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:13:44,921 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:14:03,721 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9120, 4.4249, 2.3048, 1.8750], device='cuda:0') +2023-05-31 12:14:19,465 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:14:22,020 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:14:22,552 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.68% [36066 / 415746, 1632 ins, 13095 del, 21339 sub ] +2023-05-31 12:14:23,911 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:14:23,914 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.68 best for TEST_NET + +2023-05-31 12:14:25,999 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:15:08,171 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:15:18,176 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:15:18,436 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.43% [36205 / 220385, 1041 ins, 23941 del, 11223 sub ] +2023-05-31 12:15:19,141 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:15:19,144 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.43 best for TEST_MEETING + +2023-05-31 12:15:19,145 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-19-03-42 b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-19-03-42 new file mode 100644 index 0000000000000000000000000000000000000000..d1509927627302537fe9ec912b4d942c15578b48 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-19-03-42 @@ -0,0 +1,52 @@ +2023-06-05 19:03:42,481 INFO [decode.py:680] Decoding started +2023-06-05 19:03:42,481 INFO [decode.py:686] Device: cuda:0 +2023-06-05 19:03:44,165 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 19:03:44,338 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 6, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 19:03:44,338 INFO [decode.py:694] About to create model +2023-06-05 19:03:44,967 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 6 +2023-06-05 19:03:54,135 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 19:03:54,135 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 19:03:54,142 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 19:03:54,704 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 19:03:54,705 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 19:03:54,758 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 19:03:55,272 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 19:03:57,861 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 19:04:04,355 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9676, 4.3281, 2.4271, 1.9689], device='cuda:0') +2023-06-05 19:04:17,040 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.6621, 5.2856, 5.2110, 5.2090], device='cuda:0') +2023-06-05 19:04:33,122 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2993, 2.9090, 2.6511, 2.5028, 2.8421, 2.6514, 2.8724, 3.0762], + device='cuda:0') +2023-06-05 19:04:35,606 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 19:04:49,358 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9135, 2.6122, 2.0496, 2.7316, 2.7042, 1.8298, 2.9084, 2.6309], + device='cuda:0') +2023-06-05 19:04:56,535 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:04:56,916 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.34% [30858 / 330498, 1406 ins, 17838 del, 11614 sub ] +2023-06-05 19:04:57,958 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:04:57,962 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.34 best for DEV + +2023-06-05 19:04:58,206 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 19:05:00,150 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 19:05:06,328 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9740, 3.1102, 2.3739, 3.9853], device='cuda:0') +2023-06-05 19:05:38,428 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 19:05:59,140 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.5468, 2.1840, 1.6694, 2.3201, 2.1045, 1.3831, 2.4409, 2.1312], + device='cuda:0') +2023-06-05 19:06:12,637 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 19:06:15,187 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:06:15,697 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.68% [36066 / 415746, 1632 ins, 13095 del, 21339 sub ] +2023-06-05 19:06:17,084 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:06:17,087 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.68 best for TEST_NET + +2023-06-05 19:06:19,087 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 19:07:00,705 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 19:07:10,598 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:07:10,855 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.43% [36205 / 220385, 1041 ins, 23941 del, 11223 sub ] +2023-06-05 19:07:11,559 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:07:11,563 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.43 best for TEST_MEETING + +2023-06-05 19:07:11,563 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-05-31-12-55-23 b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-05-31-12-55-23 new file mode 100644 index 0000000000000000000000000000000000000000..bbc540107a38a767e831cd3bca3cdcb81c2873f4 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model-2023-05-31-12-55-23 @@ -0,0 +1,48 @@ +2023-05-31 12:55:23,568 INFO [decode.py:680] Decoding started +2023-05-31 12:55:23,568 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:55:25,287 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:55:25,460 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 6, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:55:25,460 INFO [decode.py:694] About to create model +2023-05-31 12:55:26,129 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 6 +2023-05-31 12:55:36,925 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:55:36,926 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:55:36,945 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:55:37,516 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:55:37,517 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:55:37,587 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:55:38,153 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:55:41,021 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:56:19,460 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:56:26,952 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3604, 2.1718, 3.1589, 3.2110], device='cuda:0') +2023-05-31 12:56:40,673 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_1.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-31 12:56:41,060 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_1.0] %WER 8.45% [27930 / 330498, 1855 ins, 14072 del, 12003 sub ] +2023-05-31 12:56:42,087 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_1.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-31 12:56:42,090 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_1.0 8.45 best for DEV + +2023-05-31 12:56:42,349 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:56:44,394 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:57:23,365 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:57:58,201 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:58:01,058 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_1.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-31 12:58:01,596 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_1.0] %WER 8.31% [34533 / 415746, 2219 ins, 10371 del, 21943 sub ] +2023-05-31 12:58:02,972 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_1.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-31 12:58:02,976 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_1.0 8.31 best for TEST_NET + +2023-05-31 12:58:05,163 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:58:07,713 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.9696, 3.0999, 2.8884, 3.3135, 3.5788, 3.7349, 3.6624, 3.3023], + device='cuda:0') +2023-05-31 12:58:12,405 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2568, 3.0032, 2.8747, 2.7894, 3.2187, 2.2518, 3.3560, 3.2431], + device='cuda:0') +2023-05-31 12:58:47,289 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:58:57,326 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_1.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-31 12:58:57,588 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_1.0] %WER 14.22% [31340 / 220385, 1666 ins, 17588 del, 12086 sub ] +2023-05-31 12:58:58,301 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_1.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.0-use-averaged-model.txt +2023-05-31 12:58:58,305 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_1.0 14.22 best for TEST_MEETING + +2023-05-31 12:58:58,305 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-05-31-12-59-03 b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-05-31-12-59-03 new file mode 100644 index 0000000000000000000000000000000000000000..ec4f7f04e0a8d5f28da030af185328795a6bf210 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model-2023-05-31-12-59-03 @@ -0,0 +1,48 @@ +2023-05-31 12:59:03,061 INFO [decode.py:680] Decoding started +2023-05-31 12:59:03,061 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:59:04,786 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:59:04,966 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 6, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 1.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:59:04,967 INFO [decode.py:694] About to create model +2023-05-31 12:59:05,651 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 6 +2023-05-31 12:59:14,829 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:59:14,830 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:59:14,841 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:59:15,419 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:59:15,421 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:59:15,489 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:59:16,002 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:59:18,692 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:59:43,749 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.0272, 2.7403, 2.1625, 2.8531, 2.9307, 1.9338, 3.0320, 2.7164], + device='cuda:0') +2023-05-31 12:59:56,841 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 13:00:17,743 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_1.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-31 13:00:18,129 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_1.5] %WER 8.05% [26615 / 330498, 2126 ins, 12266 del, 12223 sub ] +2023-05-31 13:00:19,157 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_1.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-31 13:00:19,161 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_1.5 8.05 best for DEV + +2023-05-31 13:00:19,416 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 13:00:21,388 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 13:00:59,190 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.3260, 5.0196, 4.8278, 4.8498], device='cuda:0') +2023-05-31 13:01:00,352 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 13:01:34,919 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 13:01:37,503 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_1.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-31 13:01:38,030 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_1.5] %WER 8.22% [34160 / 415746, 2598 ins, 9345 del, 22217 sub ] +2023-05-31 13:01:39,406 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_1.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-31 13:01:39,410 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_1.5 8.22 best for TEST_NET + +2023-05-31 13:01:41,535 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 13:02:17,911 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.7082, 4.6133, 4.4683, 4.8078], device='cuda:0') +2023-05-31 13:02:18,091 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1164, 2.4935, 2.9672, 3.0051], device='cuda:0') +2023-05-31 13:02:23,686 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 13:02:33,721 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_1.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-31 13:02:33,984 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_1.5] %WER 13.58% [29935 / 220385, 2081 ins, 15343 del, 12511 sub ] +2023-05-31 13:02:34,689 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_1.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-1.5-use-averaged-model.txt +2023-05-31 13:02:34,693 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_1.5 13.58 best for TEST_MEETING + +2023-05-31 13:02:34,693 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-05-31-13-02-39 b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-05-31-13-02-39 new file mode 100644 index 0000000000000000000000000000000000000000..8986fcfbaccaaa2eb0a7b51efe37ac3a2b552339 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-05-31-13-02-39 @@ -0,0 +1,44 @@ +2023-05-31 13:02:39,581 INFO [decode.py:680] Decoding started +2023-05-31 13:02:39,581 INFO [decode.py:686] Device: cuda:0 +2023-05-31 13:02:41,292 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 13:02:41,472 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 6, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 13:02:41,472 INFO [decode.py:694] About to create model +2023-05-31 13:02:42,164 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 6 +2023-05-31 13:02:52,220 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 13:02:52,220 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 13:02:52,230 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 13:02:52,851 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 13:02:52,854 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 13:02:52,918 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 13:02:53,449 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 13:02:56,352 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 13:03:34,591 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 13:03:49,614 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.7735, 2.5941, 2.1490, 3.2263], device='cuda:0') +2023-05-31 13:03:56,201 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-31 13:03:56,588 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_2.0] %WER 7.72% [25503 / 330498, 2456 ins, 10587 del, 12460 sub ] +2023-05-31 13:03:57,612 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-31 13:03:57,615 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.72 best for DEV + +2023-05-31 13:03:57,864 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 13:04:00,331 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 13:04:39,190 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 13:05:14,547 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 13:05:17,153 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-31 13:05:17,671 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 8.19% [34063 / 415746, 3142 ins, 8463 del, 22458 sub ] +2023-05-31 13:05:19,086 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-31 13:05:19,089 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 8.19 best for TEST_NET + +2023-05-31 13:05:21,222 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 13:06:03,915 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 13:06:14,168 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-31 13:06:14,429 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 13.16% [29009 / 220385, 2583 ins, 13549 del, 12877 sub ] +2023-05-31 13:06:15,131 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-05-31 13:06:15,134 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 13.16 best for TEST_MEETING + +2023-05-31 13:06:15,135 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-47-58 b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-47-58 new file mode 100644 index 0000000000000000000000000000000000000000..f66cde00c5e885c0e1cd8c4d19198a5e86fcfe32 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-47-58 @@ -0,0 +1,49 @@ +2023-06-13 17:47:58,583 INFO [decode.py:685] Decoding started +2023-06-13 17:47:58,583 INFO [decode.py:691] Device: cuda:0 +2023-06-13 17:48:00,603 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 17:48:00,819 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 6, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 17:48:00,820 INFO [decode.py:704] About to create model +2023-06-13 17:48:01,627 INFO [decode.py:771] Calculating the averaged model over epoch range from 5 (excluded) to 6 +2023-06-13 17:48:16,205 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 17:48:16,208 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 17:48:16,219 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 17:48:16,793 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 17:48:16,794 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 17:48:16,800 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:48:16,858 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:48:17,376 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 17:48:17,379 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:48:20,212 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 17:48:38,651 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.9629, 4.7545, 4.5096, 5.1000], device='cuda:0') +2023-06-13 17:48:59,510 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 17:49:22,855 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:49:23,245 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.72% [25503 / 330498, 2456 ins, 10587 del, 12460 sub ] +2023-06-13 17:49:24,312 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:49:24,334 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.72 best for DEV + +2023-06-13 17:49:24,621 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:49:26,787 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 17:50:07,458 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 17:50:26,579 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.4134, 3.1370, 2.6813, 2.9165, 2.9383, 2.6399, 3.0132, 3.3317], + device='cuda:0') +2023-06-13 17:50:42,616 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 17:50:45,500 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:50:46,043 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 8.19% [34063 / 415746, 3142 ins, 8463 del, 22458 sub ] +2023-06-13 17:50:47,478 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:50:47,508 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 8.19 best for TEST_NET + +2023-06-13 17:50:49,782 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 17:51:32,510 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 17:51:37,502 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.9521, 3.4647, 4.5770, 4.6582], device='cuda:0') +2023-06-13 17:51:42,900 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:51:43,184 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 13.16% [29009 / 220385, 2583 ins, 13549 del, 12877 sub ] +2023-06-13 17:51:43,910 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:51:43,914 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 13.16 best for TEST_MEETING + +2023-06-13 17:51:43,914 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-05-31-13-06-19 b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-05-31-13-06-19 new file mode 100644 index 0000000000000000000000000000000000000000..8cb1ac32a39eec6b661dae927f4d448e37a317cd --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model-2023-05-31-13-06-19 @@ -0,0 +1,53 @@ +2023-05-31 13:06:19,826 INFO [decode.py:680] Decoding started +2023-05-31 13:06:19,826 INFO [decode.py:686] Device: cuda:0 +2023-05-31 13:06:21,648 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 13:06:21,824 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 6, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.5, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 13:06:21,824 INFO [decode.py:694] About to create model +2023-05-31 13:06:22,501 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 6 +2023-05-31 13:06:30,926 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 13:06:30,927 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 13:06:30,937 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 13:06:31,536 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 13:06:31,537 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 13:06:31,602 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 13:06:32,134 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 13:06:34,817 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 13:06:50,591 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.2224, 5.3714, 2.6787, 4.9565], device='cuda:0') +2023-05-31 13:06:54,994 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.4177, 2.9583, 4.1177, 4.2228], device='cuda:0') +2023-05-31 13:06:56,793 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.7212, 2.3319, 2.0616, 2.2027], device='cuda:0') +2023-05-31 13:07:07,147 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9573, 3.4436, 2.4917, 1.9601], device='cuda:0') +2023-05-31 13:07:13,875 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 13:07:35,138 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-31 13:07:35,508 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_2.5] %WER 7.49% [24768 / 330498, 2811 ins, 9334 del, 12623 sub ] +2023-05-31 13:07:36,525 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-31 13:07:36,528 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.5 7.49 best for DEV + +2023-05-31 13:07:36,781 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 13:07:39,055 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 13:07:42,239 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.2124, 3.3451, 2.2729, 3.5285], device='cuda:0') +2023-05-31 13:07:51,652 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.6035, 3.8997, 3.8804, 4.8936], device='cuda:0') +2023-05-31 13:08:12,762 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.7947, 4.2717, 2.1787, 1.7988], device='cuda:0') +2023-05-31 13:08:18,672 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 13:08:31,164 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.4795, 5.1210, 4.9746, 5.0161], device='cuda:0') +2023-05-31 13:08:53,543 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.2059, 1.5553, 2.3350, 2.3244], device='cuda:0') +2023-05-31 13:08:53,760 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 13:08:56,443 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-31 13:08:56,983 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_2.5] %WER 8.25% [34308 / 415746, 3953 ins, 7632 del, 22723 sub ] +2023-05-31 13:08:58,365 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-31 13:08:58,368 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.5 8.25 best for TEST_NET + +2023-05-31 13:09:00,988 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 13:09:03,672 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.7636, 3.1458, 2.6330, 2.7474], device='cuda:0') +2023-05-31 13:09:43,614 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 13:09:54,494 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-31 13:09:54,761 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_2.5] %WER 13.00% [28654 / 220385, 3222 ins, 12236 del, 13196 sub ] +2023-05-31 13:09:55,483 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.5-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.5-use-averaged-model.txt +2023-05-31 13:09:55,486 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.5 13.0 best for TEST_MEETING + +2023-05-31 13:09:55,487 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-05-31-13-10-00 b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-05-31-13-10-00 new file mode 100644 index 0000000000000000000000000000000000000000..d21632e9d7a83fb179216347f98c10217bd164cc --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model-2023-05-31-13-10-00 @@ -0,0 +1,48 @@ +2023-05-31 13:10:00,496 INFO [decode.py:680] Decoding started +2023-05-31 13:10:00,496 INFO [decode.py:686] Device: cuda:0 +2023-05-31 13:10:02,229 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 13:10:02,478 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 6, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 3.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 13:10:02,478 INFO [decode.py:694] About to create model +2023-05-31 13:10:03,159 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 6 +2023-05-31 13:10:10,860 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 13:10:10,861 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 13:10:10,873 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 13:10:11,449 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 13:10:11,450 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 13:10:11,502 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 13:10:12,012 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 13:10:14,764 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 13:10:53,297 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 13:11:14,684 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_3.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-31 13:11:15,088 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_3.0] %WER 7.41% [24480 / 330498, 3321 ins, 8375 del, 12784 sub ] +2023-05-31 13:11:16,144 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_3.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-31 13:11:16,148 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_3.0 7.41 best for DEV + +2023-05-31 13:11:16,385 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 13:11:18,374 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 13:11:26,723 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.2308, 3.6171, 2.2030, 2.1017], device='cuda:0') +2023-05-31 13:11:57,564 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 13:12:21,863 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3672, 2.2613, 3.4256, 3.4914], device='cuda:0') +2023-05-31 13:12:32,202 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.7485, 3.4191, 2.2012, 1.7242], device='cuda:0') +2023-05-31 13:12:32,673 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 13:12:32,900 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.5945, 3.2424, 2.7695, 3.0353, 2.9964, 2.6960, 3.1114, 3.3933], + device='cuda:0') +2023-05-31 13:12:35,306 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_3.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-31 13:12:35,836 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_3.0] %WER 8.35% [34696 / 415746, 4935 ins, 6851 del, 22910 sub ] +2023-05-31 13:12:37,203 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_3.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-31 13:12:37,207 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_3.0 8.35 best for TEST_NET + +2023-05-31 13:12:39,354 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 13:13:22,423 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 13:13:32,697 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_3.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-31 13:13:32,963 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_3.0] %WER 13.02% [28705 / 220385, 4089 ins, 11114 del, 13502 sub ] +2023-05-31 13:13:33,680 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_3.0-epoch-6-avg-1-context-2-max-sym-per-frame-1-blank-penalty-3.0-use-averaged-model.txt +2023-05-31 13:13:33,683 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_3.0 13.02 best for TEST_MEETING + +2023-05-31 13:13:33,683 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-08-03 b/logs/greedy_search/log-decode-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-08-03 new file mode 100644 index 0000000000000000000000000000000000000000..ad2a9503c8906b9e81a82a51939d89c2dddd8a65 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-08-03 @@ -0,0 +1,48 @@ +2023-05-31 12:08:03,480 INFO [decode.py:680] Decoding started +2023-05-31 12:08:03,480 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:08:05,232 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:08:05,404 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 6, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:08:05,404 INFO [decode.py:694] About to create model +2023-05-31 12:08:06,176 INFO [decode.py:761] Calculating the averaged model over epoch range from 4 (excluded) to 6 +2023-05-31 12:08:18,507 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:08:18,507 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:08:18,518 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:08:19,082 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:08:19,083 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:08:19,139 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:08:19,647 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:08:22,440 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:09:01,081 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:09:22,457 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:09:22,885 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.36% [30932 / 330498, 1383 ins, 17745 del, 11804 sub ] +2023-05-31 12:09:23,921 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:09:23,923 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.36 best for DEV + +2023-05-31 12:09:24,173 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:09:26,252 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:09:31,787 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.2141, 2.4960, 2.0609, 2.4355], device='cuda:0') +2023-05-31 12:10:05,455 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:10:23,173 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.1902, 4.9988, 4.8092, 5.3263], device='cuda:0') +2023-05-31 12:10:40,491 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:10:43,133 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:10:43,654 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.78% [36518 / 415746, 1643 ins, 12994 del, 21881 sub ] +2023-05-31 12:10:45,015 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:10:45,019 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.78 best for TEST_NET + +2023-05-31 12:10:47,146 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:11:07,093 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.7030, 2.4594, 2.4037, 2.3817, 2.5354, 1.8810, 2.6949, 2.5708], + device='cuda:0') +2023-05-31 12:11:29,606 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:11:34,612 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9374, 3.5223, 4.5787, 4.6552], device='cuda:0') +2023-05-31 12:11:39,749 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:11:40,008 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.34% [36007 / 220385, 1047 ins, 23429 del, 11531 sub ] +2023-05-31 12:11:40,714 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:11:40,718 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.34 best for TEST_MEETING + +2023-05-31 12:11:40,718 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-19-00-08 b/logs/greedy_search/log-decode-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-19-00-08 new file mode 100644 index 0000000000000000000000000000000000000000..c08b777273f0eb8a678c07195452e1bac153f557 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-19-00-08 @@ -0,0 +1,54 @@ +2023-06-05 19:00:08,457 INFO [decode.py:680] Decoding started +2023-06-05 19:00:08,457 INFO [decode.py:686] Device: cuda:0 +2023-06-05 19:00:10,134 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 19:00:10,313 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 6, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 19:00:10,313 INFO [decode.py:694] About to create model +2023-06-05 19:00:10,943 INFO [decode.py:761] Calculating the averaged model over epoch range from 4 (excluded) to 6 +2023-06-05 19:00:20,495 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 19:00:20,495 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 19:00:20,502 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 19:00:21,060 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 19:00:21,060 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 19:00:21,112 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 19:00:21,653 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 19:00:24,247 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 19:00:34,747 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.2278, 3.8591, 4.0611, 3.1509], device='cuda:0') +2023-06-05 19:00:44,487 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3897, 3.0984, 2.4649, 3.2613, 3.3722, 2.2645, 3.5302, 3.0213], + device='cuda:0') +2023-06-05 19:01:02,156 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 19:01:03,660 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.1907, 4.9825, 4.7314, 5.3261], device='cuda:0') +2023-06-05 19:01:23,094 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:01:23,467 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.36% [30932 / 330498, 1383 ins, 17745 del, 11804 sub ] +2023-06-05 19:01:24,481 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:01:24,485 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.36 best for DEV + +2023-06-05 19:01:24,718 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 19:01:26,690 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 19:01:33,681 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.5356, 4.1858, 3.2189, 4.3244], device='cuda:0') +2023-06-05 19:02:00,166 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.9711, 2.0353, 1.8618, 1.9162], device='cuda:0') +2023-06-05 19:02:01,885 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.2454, 2.5495, 2.1253, 2.4377], device='cuda:0') +2023-06-05 19:02:05,047 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 19:02:28,017 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.2837, 3.9002, 4.1590, 3.1235], device='cuda:0') +2023-06-05 19:02:39,273 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 19:02:41,816 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:02:42,331 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.78% [36518 / 415746, 1643 ins, 12994 del, 21881 sub ] +2023-06-05 19:02:43,676 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:02:43,680 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.78 best for TEST_NET + +2023-06-05 19:02:45,708 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 19:02:45,917 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.0114, 3.6558, 3.0697, 4.5010], device='cuda:0') +2023-06-05 19:03:27,624 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 19:03:33,448 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.7971, 2.1873, 1.9252, 2.1518, 1.9999, 1.6390, 2.3023, 2.2105], + device='cuda:0') +2023-06-05 19:03:37,601 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:03:37,858 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.34% [36007 / 220385, 1047 ins, 23429 del, 11531 sub ] +2023-06-05 19:03:38,565 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:03:38,569 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.34 best for TEST_MEETING + +2023-06-05 19:03:38,569 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-04-17 b/logs/greedy_search/log-decode-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-04-17 new file mode 100644 index 0000000000000000000000000000000000000000..02830ac603909d4ab0015ae128c2d0aa8c5752ea --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-04-17 @@ -0,0 +1,46 @@ +2023-05-31 12:04:17,366 INFO [decode.py:680] Decoding started +2023-05-31 12:04:17,366 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:04:19,258 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:04:19,434 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 6, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:04:19,435 INFO [decode.py:694] About to create model +2023-05-31 12:04:20,145 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 6 +2023-05-31 12:04:31,636 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:04:31,637 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:04:31,648 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:04:32,204 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:04:32,206 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:04:32,272 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:04:32,802 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:04:35,514 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:05:16,072 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:05:37,571 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:05:37,958 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.63% [31842 / 330498, 1314 ins, 18420 del, 12108 sub ] +2023-05-31 12:05:38,983 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:05:38,986 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.63 best for DEV + +2023-05-31 12:05:39,239 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:05:41,241 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:05:53,583 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.6694, 5.7319, 4.2443, 5.4024], device='cuda:0') +2023-05-31 12:06:20,905 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:06:57,409 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:07:00,027 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:07:00,551 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.12% [37898 / 415746, 1583 ins, 13690 del, 22625 sub ] +2023-05-31 12:07:01,915 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:07:01,918 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.12 best for TEST_NET + +2023-05-31 12:07:04,091 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:07:44,129 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.8549, 2.5939, 2.2180, 3.3044], device='cuda:0') +2023-05-31 12:07:46,613 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:07:50,119 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.5027, 3.4940, 2.1699, 3.5302], device='cuda:0') +2023-05-31 12:07:56,737 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:07:56,999 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.83% [37085 / 220385, 996 ins, 24199 del, 11890 sub ] +2023-05-31 12:07:57,707 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:07:57,710 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.83 best for TEST_MEETING + +2023-05-31 12:07:57,710 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-56-35 b/logs/greedy_search/log-decode-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-56-35 new file mode 100644 index 0000000000000000000000000000000000000000..b9ea82105783a11d83b1f502526ea17465ecd5be --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-56-35 @@ -0,0 +1,49 @@ +2023-06-05 18:56:35,214 INFO [decode.py:680] Decoding started +2023-06-05 18:56:35,214 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:56:36,877 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:56:37,045 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 6, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:56:37,045 INFO [decode.py:694] About to create model +2023-06-05 18:56:37,683 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 6 +2023-06-05 18:56:46,986 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:56:46,987 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:56:46,993 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:56:47,552 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:56:47,552 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:56:47,605 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:56:48,121 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:56:50,718 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:57:28,263 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:57:49,152 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:57:49,541 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.63% [31842 / 330498, 1314 ins, 18420 del, 12108 sub ] +2023-06-05 18:57:50,556 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:57:50,560 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.63 best for DEV + +2023-06-05 18:57:50,794 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:57:52,739 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:57:59,717 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.2762, 4.9959, 3.7074, 3.3716], device='cuda:0') +2023-06-05 18:58:30,868 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:59:05,058 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:59:05,870 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.2996, 1.9377, 1.9597, 1.5287, 1.9167, 1.4433, 2.0209, 1.8650], + device='cuda:0') +2023-06-05 18:59:07,691 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:59:08,214 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.12% [37898 / 415746, 1583 ins, 13690 del, 22625 sub ] +2023-06-05 18:59:09,579 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:59:09,582 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.12 best for TEST_NET + +2023-06-05 18:59:11,611 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:59:25,613 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.0650, 4.3208, 3.8437, 4.9715], device='cuda:0') +2023-06-05 18:59:31,239 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.0010, 2.6077, 2.0926, 2.5596, 2.6167, 1.8417, 2.7280, 2.5816], + device='cuda:0') +2023-06-05 18:59:53,600 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 19:00:03,532 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:00:03,780 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.83% [37085 / 220385, 996 ins, 24199 del, 11890 sub ] +2023-06-05 19:00:04,486 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 19:00:04,489 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.83 best for TEST_MEETING + +2023-06-05 19:00:04,490 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-00-36 b/logs/greedy_search/log-decode-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-00-36 new file mode 100644 index 0000000000000000000000000000000000000000..9f9bd50652504f7143cacfbb7d67284acbd36157 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-05-31-12-00-36 @@ -0,0 +1,43 @@ +2023-05-31 12:00:36,170 INFO [decode.py:680] Decoding started +2023-05-31 12:00:36,170 INFO [decode.py:686] Device: cuda:0 +2023-05-31 12:00:37,964 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-05-31 12:00:38,251 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 6, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-05-31 12:00:38,251 INFO [decode.py:694] About to create model +2023-05-31 12:00:38,951 INFO [decode.py:761] Calculating the averaged model over epoch range from 2 (excluded) to 6 +2023-05-31 12:00:51,283 INFO [decode.py:795] Number of model parameters: 75879898 +2023-05-31 12:00:51,283 INFO [asr_datamodule.py:398] About to get dev cuts +2023-05-31 12:00:51,300 INFO [asr_datamodule.py:336] About to create dev dataset +2023-05-31 12:00:51,876 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-05-31 12:00:51,877 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-05-31 12:00:51,948 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:00:52,501 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-05-31 12:00:55,579 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-05-31 12:01:33,572 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-05-31 12:01:54,616 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:01:55,005 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 10.03% [33135 / 330498, 1214 ins, 19287 del, 12634 sub ] +2023-05-31 12:01:56,036 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:01:56,039 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 10.03 best for DEV + +2023-05-31 12:01:56,279 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-05-31 12:01:58,627 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-05-31 12:02:37,104 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-05-31 12:03:11,702 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-05-31 12:03:14,260 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:03:14,803 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.65% [40118 / 415746, 1548 ins, 14646 del, 23924 sub ] +2023-05-31 12:03:16,210 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:03:16,213 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.65 best for TEST_NET + +2023-05-31 12:03:18,969 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-05-31 12:04:00,922 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-05-31 12:04:10,848 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:04:11,111 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 17.48% [38529 / 220385, 969 ins, 24900 del, 12660 sub ] +2023-05-31 12:04:11,831 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-05-31 12:04:11,835 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 17.48 best for TEST_MEETING + +2023-05-31 12:04:11,835 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-53-01 b/logs/greedy_search/log-decode-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-53-01 new file mode 100644 index 0000000000000000000000000000000000000000..6b05caf9d6f7543000d8e98afe41dfa8be5e9585 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-53-01 @@ -0,0 +1,48 @@ +2023-06-05 18:53:01,714 INFO [decode.py:680] Decoding started +2023-06-05 18:53:01,714 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:53:03,366 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:53:03,536 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 6, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:53:03,536 INFO [decode.py:694] About to create model +2023-06-05 18:53:04,189 INFO [decode.py:761] Calculating the averaged model over epoch range from 2 (excluded) to 6 +2023-06-05 18:53:14,524 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:53:14,524 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:53:14,532 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:53:15,094 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:53:15,095 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:53:15,148 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:53:15,664 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:53:18,247 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:53:55,809 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:54:16,623 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:54:17,001 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 10.03% [33135 / 330498, 1214 ins, 19287 del, 12634 sub ] +2023-06-05 18:54:18,067 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:54:18,071 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 10.03 best for DEV + +2023-06-05 18:54:18,306 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:54:20,244 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:54:26,995 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([6.3450, 6.1838, 5.9983, 6.4132], device='cuda:0') +2023-06-05 18:54:58,406 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:55:32,555 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:55:35,099 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:55:35,618 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.65% [40118 / 415746, 1548 ins, 14646 del, 23924 sub ] +2023-06-05 18:55:37,005 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:55:37,009 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.65 best for TEST_NET + +2023-06-05 18:55:39,066 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:55:45,255 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.9187, 3.5203, 3.1821, 3.1833, 3.4066, 3.3241, 3.5127, 3.6557], + device='cuda:0') +2023-06-05 18:56:16,106 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.0631, 3.6386, 3.1153, 3.5298, 3.7151, 2.8879, 3.8662, 3.4863], + device='cuda:0') +2023-06-05 18:56:20,495 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:56:30,359 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:56:30,612 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 17.48% [38529 / 220385, 969 ins, 24900 del, 12660 sub ] +2023-06-05 18:56:31,318 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:56:31,321 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 17.48 best for TEST_MEETING + +2023-06-05 18:56:31,322 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-49-28 b/logs/greedy_search/log-decode-epoch-6-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-49-28 new file mode 100644 index 0000000000000000000000000000000000000000..b2a914457a3c7506a4ddfdbd6d296d42e8d08349 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-49-28 @@ -0,0 +1,47 @@ +2023-06-05 18:49:28,376 INFO [decode.py:680] Decoding started +2023-06-05 18:49:28,377 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:49:30,003 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:49:30,167 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 6, 'iter': 0, 'avg': 5, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:49:30,168 INFO [decode.py:694] About to create model +2023-06-05 18:49:30,803 INFO [decode.py:761] Calculating the averaged model over epoch range from 1 (excluded) to 6 +2023-06-05 18:49:40,543 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:49:40,544 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:49:40,549 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:49:41,114 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:49:41,115 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:49:41,167 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:49:41,678 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:49:44,262 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:50:00,820 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1840, 2.8825, 3.7331, 3.6801], device='cuda:0') +2023-06-05 18:50:21,929 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:50:28,514 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.5079, 5.1468, 5.0362, 5.1458], device='cuda:0') +2023-06-05 18:50:39,105 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.0456, 2.4555, 2.2195, 2.0565, 2.5014, 2.2671, 2.4890, 2.6628], + device='cuda:0') +2023-06-05 18:50:42,804 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:50:43,176 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 10.29% [34004 / 330498, 1220 ins, 18761 del, 14023 sub ] +2023-06-05 18:50:44,213 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-6-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:50:44,216 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 10.29 best for DEV + +2023-06-05 18:50:44,452 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:50:46,343 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:51:24,558 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:51:58,778 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:52:01,308 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:52:01,834 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 10.51% [43686 / 415746, 1636 ins, 14979 del, 27071 sub ] +2023-06-05 18:52:03,220 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-6-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:52:03,224 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 10.51 best for TEST_NET + +2023-06-05 18:52:05,241 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:52:46,797 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:52:56,763 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:52:57,015 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 18.08% [39838 / 220385, 1105 ins, 24036 del, 14697 sub ] +2023-06-05 18:52:57,723 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-6-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:52:57,727 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 18.08 best for TEST_MEETING + +2023-06-05 18:52:57,727 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-6-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-49-22 b/logs/greedy_search/log-decode-epoch-6-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-49-22 new file mode 100644 index 0000000000000000000000000000000000000000..56c982dae1c188e169ca9bd44d617fd9735bf71b --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-6-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-49-22 @@ -0,0 +1,5 @@ +2023-06-05 18:49:22,802 INFO [decode.py:680] Decoding started +2023-06-05 18:49:22,802 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:49:24,459 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:49:24,627 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 6, 'iter': 0, 'avg': 6, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-6-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:49:24,627 INFO [decode.py:694] About to create model diff --git a/logs/greedy_search/log-decode-epoch-7-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-45-49 b/logs/greedy_search/log-decode-epoch-7-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-45-49 new file mode 100644 index 0000000000000000000000000000000000000000..22b2909702d31d16d81bc5c4288a0b56f9add753 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-7-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-45-49 @@ -0,0 +1,48 @@ +2023-06-05 18:45:49,577 INFO [decode.py:680] Decoding started +2023-06-05 18:45:49,577 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:45:51,188 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:45:51,357 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 7, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-7-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:45:51,357 INFO [decode.py:694] About to create model +2023-06-05 18:45:51,999 INFO [decode.py:761] Calculating the averaged model over epoch range from 6 (excluded) to 7 +2023-06-05 18:46:00,948 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:46:00,948 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:46:00,956 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:46:01,525 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:46:01,525 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:46:01,577 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:46:02,085 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:46:04,113 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2254, 3.0028, 3.8045, 3.8200], device='cuda:0') +2023-06-05 18:46:04,620 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:46:42,230 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:46:49,583 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.5714, 4.2460, 4.1842, 4.0986], device='cuda:0') +2023-06-05 18:47:03,158 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:47:03,542 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.33% [30822 / 330498, 1402 ins, 18229 del, 11191 sub ] +2023-06-05 18:47:04,580 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:47:04,603 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.33 best for DEV + +2023-06-05 18:47:04,843 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:47:06,780 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:47:24,849 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3023, 1.9282, 1.9726, 1.6243, 2.0194, 1.4255, 2.0675, 1.9291], + device='cuda:0') +2023-06-05 18:47:28,550 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.7144, 4.0021, 2.2974, 2.1288], device='cuda:0') +2023-06-05 18:47:45,186 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:48:19,394 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:48:21,929 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:48:22,442 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.52% [35418 / 415746, 1577 ins, 13291 del, 20550 sub ] +2023-06-05 18:48:23,794 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:48:23,798 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.52 best for TEST_NET + +2023-06-05 18:48:25,838 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:49:08,100 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:49:17,953 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:49:18,211 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.55% [36481 / 220385, 1008 ins, 24669 del, 10804 sub ] +2023-06-05 18:49:18,904 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:49:18,908 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.55 best for TEST_MEETING + +2023-06-05 18:49:18,908 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-42-16 b/logs/greedy_search/log-decode-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-42-16 new file mode 100644 index 0000000000000000000000000000000000000000..aa48db28f1f4953c25a9126fd9b01f1b34c9a2a7 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-42-16 @@ -0,0 +1,47 @@ +2023-06-05 18:42:16,123 INFO [decode.py:680] Decoding started +2023-06-05 18:42:16,123 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:42:17,786 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:42:17,960 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 7, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:42:17,960 INFO [decode.py:694] About to create model +2023-06-05 18:42:18,598 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 7 +2023-06-05 18:42:27,658 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:42:27,658 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:42:27,665 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:42:28,264 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:42:28,265 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:42:28,318 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:42:28,835 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:42:31,404 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:43:08,936 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:43:30,191 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:43:30,588 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.14% [30194 / 330498, 1473 ins, 17279 del, 11442 sub ] +2023-06-05 18:43:31,616 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:43:31,620 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.14 best for DEV + +2023-06-05 18:43:31,852 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:43:33,790 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:43:51,392 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6987, 3.2311, 2.1615, 1.6921], device='cuda:0') +2023-06-05 18:44:11,853 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:44:46,183 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:44:48,728 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:44:49,240 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.47% [35229 / 415746, 1690 ins, 12643 del, 20896 sub ] +2023-06-05 18:44:50,603 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:44:50,608 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.47 best for TEST_NET + +2023-06-05 18:44:52,605 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:45:11,102 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.5396, 3.3368, 2.1457, 3.3260], device='cuda:0') +2023-06-05 18:45:22,040 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2490, 2.6841, 2.4975, 2.4601, 2.6465, 2.5070, 2.6595, 2.8265], + device='cuda:0') +2023-06-05 18:45:34,767 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:45:44,645 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:45:44,901 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 15.85% [34926 / 220385, 1103 ins, 22833 del, 10990 sub ] +2023-06-05 18:45:45,613 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:45:45,617 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 15.85 best for TEST_MEETING + +2023-06-05 18:45:45,617 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-51-48 b/logs/greedy_search/log-decode-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-51-48 new file mode 100644 index 0000000000000000000000000000000000000000..bc6b837dec753af87c74ba6aaec8a111bff3df12 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-51-48 @@ -0,0 +1,50 @@ +2023-06-13 17:51:48,685 INFO [decode.py:685] Decoding started +2023-06-13 17:51:48,686 INFO [decode.py:691] Device: cuda:0 +2023-06-13 17:51:50,425 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 17:51:50,617 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 7, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 17:51:50,618 INFO [decode.py:704] About to create model +2023-06-13 17:51:51,364 INFO [decode.py:771] Calculating the averaged model over epoch range from 5 (excluded) to 7 +2023-06-13 17:52:05,344 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 17:52:05,345 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 17:52:05,352 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 17:52:05,922 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 17:52:05,926 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 17:52:05,935 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:52:05,993 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:52:06,527 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 17:52:06,534 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:52:09,347 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 17:52:48,162 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 17:53:09,513 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:53:09,903 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.59% [25079 / 330498, 2537 ins, 10216 del, 12326 sub ] +2023-06-13 17:53:10,964 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:53:10,968 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.59 best for DEV + +2023-06-13 17:53:11,197 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:53:13,289 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 17:53:35,529 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.7164, 4.0102, 2.2912, 2.1228], device='cuda:0') +2023-06-13 17:53:53,047 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 17:54:26,811 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.7455, 4.8406, 2.2406, 4.4203], device='cuda:0') +2023-06-13 17:54:28,783 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 17:54:31,571 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:54:32,132 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 8.08% [33593 / 415746, 3420 ins, 8095 del, 22078 sub ] +2023-06-13 17:54:33,582 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:54:33,595 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 8.08 best for TEST_NET + +2023-06-13 17:54:35,794 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 17:55:01,111 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.3171, 5.4348, 3.0320, 5.1202], device='cuda:0') +2023-06-13 17:55:16,872 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.8547, 3.0461, 2.9133, 3.2255, 3.5185, 3.6591, 3.5784, 3.2063], + device='cuda:0') +2023-06-13 17:55:18,827 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 17:55:29,201 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:55:29,470 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 12.97% [28588 / 220385, 2698 ins, 13247 del, 12643 sub ] +2023-06-13 17:55:30,188 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-7-avg-2-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:55:30,200 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 12.97 best for TEST_MEETING + +2023-06-13 17:55:30,200 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-7-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-38-42 b/logs/greedy_search/log-decode-epoch-7-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-38-42 new file mode 100644 index 0000000000000000000000000000000000000000..1c49ba7a22ac9c4927f0a488e7725964978550e7 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-7-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-38-42 @@ -0,0 +1,49 @@ +2023-06-05 18:38:42,496 INFO [decode.py:680] Decoding started +2023-06-05 18:38:42,497 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:38:44,140 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:38:44,307 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 7, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-7-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:38:44,308 INFO [decode.py:694] About to create model +2023-06-05 18:38:44,948 INFO [decode.py:761] Calculating the averaged model over epoch range from 4 (excluded) to 7 +2023-06-05 18:38:54,413 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:38:54,413 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:38:54,419 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:38:55,007 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:38:55,008 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:38:55,060 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:38:55,570 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:38:58,116 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:39:15,888 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.2809, 4.3464, 2.0375, 4.0119], device='cuda:0') +2023-06-05 18:39:22,960 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3148, 2.7084, 3.7302, 3.8230], device='cuda:0') +2023-06-05 18:39:36,049 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:39:56,913 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:39:57,285 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.32% [30798 / 330498, 1403 ins, 17823 del, 11572 sub ] +2023-06-05 18:39:58,309 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:39:58,312 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.32 best for DEV + +2023-06-05 18:39:58,555 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:40:00,464 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:40:38,833 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:41:13,106 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:41:15,653 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:41:16,167 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.68% [36101 / 415746, 1635 ins, 13048 del, 21418 sub ] +2023-06-05 18:41:17,519 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:41:17,522 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.68 best for TEST_NET + +2023-06-05 18:41:19,584 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:41:50,619 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.4992, 5.3766, 5.0990, 4.9438], device='cuda:0') +2023-06-05 18:41:50,689 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.7306, 3.2747, 2.7797, 4.0828], device='cuda:0') +2023-06-05 18:41:57,769 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.8609, 5.7396, 5.5843, 6.0387], device='cuda:0') +2023-06-05 18:42:01,271 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:42:05,941 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.0743, 4.6200, 4.9414, 3.8753], device='cuda:0') +2023-06-05 18:42:11,224 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:42:11,482 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.22% [35757 / 220385, 1061 ins, 23504 del, 11192 sub ] +2023-06-05 18:42:12,182 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:42:12,186 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.22 best for TEST_MEETING + +2023-06-05 18:42:12,186 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-7-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-35-10 b/logs/greedy_search/log-decode-epoch-7-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-35-10 new file mode 100644 index 0000000000000000000000000000000000000000..72066912fc652f2e6d9dc9733c3ed599bef49f17 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-7-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-35-10 @@ -0,0 +1,48 @@ +2023-06-05 18:35:10,572 INFO [decode.py:680] Decoding started +2023-06-05 18:35:10,573 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:35:12,169 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:35:12,337 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 7, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-7-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:35:12,337 INFO [decode.py:694] About to create model +2023-06-05 18:35:12,988 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 7 +2023-06-05 18:35:22,373 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:35:22,373 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:35:22,380 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:35:22,932 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:35:22,932 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:35:22,983 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:35:23,487 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:35:25,999 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:36:01,125 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2965, 2.9037, 2.6226, 2.4693, 2.8416, 2.6588, 2.8474, 3.0660], + device='cuda:0') +2023-06-05 18:36:03,597 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:36:24,386 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:36:24,768 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.82% [32447 / 330498, 1254 ins, 19396 del, 11797 sub ] +2023-06-05 18:36:25,809 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:36:25,813 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.82 best for DEV + +2023-06-05 18:36:26,046 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:36:27,954 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:36:34,052 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1177, 2.4454, 1.9793, 2.5689, 2.8754, 3.0261, 2.9678, 2.5559], + device='cuda:0') +2023-06-05 18:37:05,895 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:37:39,917 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:37:42,433 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:37:42,946 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.13% [37963 / 415746, 1517 ins, 14359 del, 22087 sub ] +2023-06-05 18:37:44,299 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:37:44,302 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.13 best for TEST_NET + +2023-06-05 18:37:46,330 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:38:27,826 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:38:35,110 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.4175, 3.8270, 2.8889, 4.6003], device='cuda:0') +2023-06-05 18:38:37,696 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:38:37,946 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 17.13% [37750 / 220385, 938 ins, 25475 del, 11337 sub ] +2023-06-05 18:38:38,639 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:38:38,642 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 17.13 best for TEST_MEETING + +2023-06-05 18:38:38,642 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-7-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-31-36 b/logs/greedy_search/log-decode-epoch-7-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-31-36 new file mode 100644 index 0000000000000000000000000000000000000000..49cf851ccf69745c372b6270bf85b89ca7c73280 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-7-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-31-36 @@ -0,0 +1,45 @@ +2023-06-05 18:31:36,370 INFO [decode.py:680] Decoding started +2023-06-05 18:31:36,370 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:31:38,011 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:31:38,183 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 7, 'iter': 0, 'avg': 5, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-7-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:31:38,183 INFO [decode.py:694] About to create model +2023-06-05 18:31:38,823 INFO [decode.py:761] Calculating the averaged model over epoch range from 2 (excluded) to 7 +2023-06-05 18:31:49,149 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:31:49,150 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:31:49,157 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:31:49,719 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:31:49,720 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:31:49,772 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:31:50,284 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:31:52,847 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:32:30,591 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:32:36,441 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.4134, 4.0187, 4.2982, 3.2816], device='cuda:0') +2023-06-05 18:32:51,484 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:32:51,859 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 10.50% [34718 / 330498, 1140 ins, 21503 del, 12075 sub ] +2023-06-05 18:32:52,880 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:32:52,884 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 10.5 best for DEV + +2023-06-05 18:32:53,127 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:32:55,059 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:33:33,258 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:34:07,611 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:34:08,378 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.4013, 4.2151, 4.0138, 4.4708], device='cuda:0') +2023-06-05 18:34:10,163 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:34:10,675 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.87% [41042 / 415746, 1428 ins, 16335 del, 23279 sub ] +2023-06-05 18:34:12,055 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:34:12,062 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.87 best for TEST_NET + +2023-06-05 18:34:14,104 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:34:55,777 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:35:05,694 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:35:05,948 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 18.46% [40693 / 220385, 909 ins, 27745 del, 12039 sub ] +2023-06-05 18:35:06,648 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:35:06,653 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 18.46 best for TEST_MEETING + +2023-06-05 18:35:06,653 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-7-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-28-02 b/logs/greedy_search/log-decode-epoch-7-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-28-02 new file mode 100644 index 0000000000000000000000000000000000000000..b87032c7a07eb246436f7c050fd473adc47bdaec --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-7-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-28-02 @@ -0,0 +1,48 @@ +2023-06-05 18:28:02,067 INFO [decode.py:680] Decoding started +2023-06-05 18:28:02,067 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:28:03,726 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:28:03,892 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 7, 'iter': 0, 'avg': 6, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-7-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:28:03,893 INFO [decode.py:694] About to create model +2023-06-05 18:28:04,533 INFO [decode.py:761] Calculating the averaged model over epoch range from 1 (excluded) to 7 +2023-06-05 18:28:14,961 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:28:14,961 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:28:14,967 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:28:15,521 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:28:15,521 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:28:15,574 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:28:16,093 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:28:18,835 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:28:22,011 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.6442, 3.6489, 2.8004, 4.2962], device='cuda:0') +2023-06-05 18:28:34,690 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3767, 3.2034, 2.4799, 3.7554], device='cuda:0') +2023-06-05 18:28:48,307 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9783, 2.4058, 2.9682, 2.9055], device='cuda:0') +2023-06-05 18:28:56,444 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:29:17,196 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:29:17,582 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 11.08% [36623 / 330498, 1105 ins, 21857 del, 13661 sub ] +2023-06-05 18:29:18,650 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-7-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:29:18,655 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 11.08 best for DEV + +2023-06-05 18:29:18,890 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:29:20,807 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:29:59,072 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:30:33,531 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:30:36,152 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:30:36,662 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 10.89% [45282 / 415746, 1503 ins, 17239 del, 26540 sub ] +2023-06-05 18:30:38,030 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-7-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:30:38,033 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 10.89 best for TEST_NET + +2023-06-05 18:30:40,054 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:30:55,084 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9167, 2.9693, 4.1283, 4.1776], device='cuda:0') +2023-06-05 18:31:14,533 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.4983, 2.9128, 2.0718, 2.9222], device='cuda:0') +2023-06-05 18:31:21,547 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:31:31,470 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:31:31,731 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 19.45% [42866 / 220385, 999 ins, 27806 del, 14061 sub ] +2023-06-05 18:31:32,456 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-7-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:31:32,460 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 19.45 best for TEST_MEETING + +2023-06-05 18:31:32,460 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-24-29 b/logs/greedy_search/log-decode-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-24-29 new file mode 100644 index 0000000000000000000000000000000000000000..51175de5a50ef92ec377f10722bc75b6ad1da17c --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-24-29 @@ -0,0 +1,50 @@ +2023-06-05 18:24:29,259 INFO [decode.py:680] Decoding started +2023-06-05 18:24:29,259 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:24:30,897 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:24:31,062 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 8, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:24:31,062 INFO [decode.py:694] About to create model +2023-06-05 18:24:31,698 INFO [decode.py:761] Calculating the averaged model over epoch range from 7 (excluded) to 8 +2023-06-05 18:24:40,474 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:24:40,474 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:24:40,483 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:24:41,038 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:24:41,039 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:24:41,091 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:24:41,626 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:24:44,199 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:25:15,447 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3437, 2.8918, 1.8598, 2.8325], device='cuda:0') +2023-06-05 18:25:22,021 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:25:42,939 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:25:43,310 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.36% [30934 / 330498, 1388 ins, 18499 del, 11047 sub ] +2023-06-05 18:25:44,346 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:25:44,350 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.36 best for DEV + +2023-06-05 18:25:44,590 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:25:46,538 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:26:24,761 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:26:29,558 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.9686, 5.0946, 2.3970, 4.7174], device='cuda:0') +2023-06-05 18:26:39,738 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3456, 1.4937, 1.4015, 1.2925, 1.4400, 1.3966, 1.4954, 1.5468], + device='cuda:0') +2023-06-05 18:26:59,105 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:27:01,651 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:27:02,159 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.40% [34921 / 415746, 1568 ins, 13430 del, 19923 sub ] +2023-06-05 18:27:03,509 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:27:03,513 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.4 best for TEST_NET + +2023-06-05 18:27:05,565 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:27:24,020 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.7459, 5.6181, 5.4488, 5.9037], device='cuda:0') +2023-06-05 18:27:47,193 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:27:47,463 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2320, 2.8932, 2.4032, 2.8549, 3.1150, 2.2255, 3.1530, 2.8459], + device='cuda:0') +2023-06-05 18:27:57,113 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:27:57,372 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.62% [36627 / 220385, 1004 ins, 25298 del, 10325 sub ] +2023-06-05 18:27:58,070 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:27:58,074 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.62 best for TEST_MEETING + +2023-06-05 18:27:58,074 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-55-35 b/logs/greedy_search/log-decode-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-55-35 new file mode 100644 index 0000000000000000000000000000000000000000..7a8a13836d950a3267fc6add071fef1e370bb3b9 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-55-35 @@ -0,0 +1,52 @@ +2023-06-13 17:55:35,040 INFO [decode.py:685] Decoding started +2023-06-13 17:55:35,040 INFO [decode.py:691] Device: cuda:0 +2023-06-13 17:55:37,038 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 17:55:37,235 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 8, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 17:55:37,235 INFO [decode.py:704] About to create model +2023-06-13 17:55:37,965 INFO [decode.py:771] Calculating the averaged model over epoch range from 7 (excluded) to 8 +2023-06-13 17:55:51,040 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 17:55:51,040 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 17:55:51,044 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 17:55:51,621 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 17:55:51,621 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 17:55:51,628 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:55:51,684 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:55:52,212 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 17:55:52,214 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:55:55,010 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 17:56:10,615 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.2717, 4.6969, 2.5980, 2.2048], device='cuda:0') +2023-06-13 17:56:32,050 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.0303, 4.4203, 2.4343, 2.0364], device='cuda:0') +2023-06-13 17:56:33,833 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 17:56:55,587 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:56:56,022 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.68% [25368 / 330498, 2416 ins, 10992 del, 11960 sub ] +2023-06-13 17:56:57,122 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:56:57,126 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.68 best for DEV + +2023-06-13 17:56:57,365 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:56:59,364 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 17:57:38,817 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 17:57:43,883 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1279, 2.6004, 2.2681, 2.7283, 3.0383, 3.2599, 3.1937, 2.6662], + device='cuda:0') +2023-06-13 17:58:14,392 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 17:58:17,128 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:58:17,656 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 7.87% [32713 / 415746, 3017 ins, 8672 del, 21024 sub ] +2023-06-13 17:58:19,058 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:58:19,067 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 7.87 best for TEST_NET + +2023-06-13 17:58:21,223 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 17:58:59,546 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1838, 3.6990, 4.7415, 4.8254], device='cuda:0') +2023-06-13 17:59:04,104 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 17:59:05,144 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.0939, 2.4569, 2.8761, 2.8794], device='cuda:0') +2023-06-13 17:59:12,334 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.3279, 5.2064, 5.0082, 4.8923], device='cuda:0') +2023-06-13 17:59:14,371 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:59:14,666 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 12.96% [28568 / 220385, 2420 ins, 14229 del, 11919 sub ] +2023-06-13 17:59:15,387 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-8-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 17:59:15,411 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 12.96 best for TEST_MEETING + +2023-06-13 17:59:15,411 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-8-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-20-56 b/logs/greedy_search/log-decode-epoch-8-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-20-56 new file mode 100644 index 0000000000000000000000000000000000000000..7e4919f60fc43a656c0a64dd601eb1bd545c57a0 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-8-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-20-56 @@ -0,0 +1,47 @@ +2023-06-05 18:20:56,450 INFO [decode.py:680] Decoding started +2023-06-05 18:20:56,450 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:20:58,116 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:20:58,290 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 8, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-8-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:20:58,290 INFO [decode.py:694] About to create model +2023-06-05 18:20:58,975 INFO [decode.py:761] Calculating the averaged model over epoch range from 6 (excluded) to 8 +2023-06-05 18:21:08,074 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:21:08,074 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:21:08,081 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:21:08,639 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:21:08,640 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:21:08,692 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:21:09,206 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:21:11,747 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:21:49,410 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:22:04,588 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.4128, 2.3331, 2.0900, 2.1044], device='cuda:0') +2023-06-05 18:22:09,667 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.0959, 2.5249, 2.1794, 2.4458], device='cuda:0') +2023-06-05 18:22:10,340 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:22:10,731 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.35% [30900 / 330498, 1379 ins, 18484 del, 11037 sub ] +2023-06-05 18:22:11,792 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:22:11,796 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.35 best for DEV + +2023-06-05 18:22:12,035 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:22:13,980 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:22:26,080 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.0402, 4.1190, 4.7638, 4.8834], device='cuda:0') +2023-06-05 18:22:52,126 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:23:26,406 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:23:28,953 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:23:29,466 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.42% [35015 / 415746, 1588 ins, 13343 del, 20084 sub ] +2023-06-05 18:23:30,810 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:23:30,815 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.42 best for TEST_NET + +2023-06-05 18:23:32,855 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:24:14,484 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:24:18,548 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.3292, 5.1903, 4.9691, 4.8117], device='cuda:0') +2023-06-05 18:24:24,402 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:24:24,659 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.57% [36515 / 220385, 992 ins, 25176 del, 10347 sub ] +2023-06-05 18:24:25,362 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:24:25,365 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.57 best for TEST_MEETING + +2023-06-05 18:24:25,366 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-8-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-17-23 b/logs/greedy_search/log-decode-epoch-8-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-17-23 new file mode 100644 index 0000000000000000000000000000000000000000..bb158b973e72b6eb484edff48e5043742aa1ed28 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-8-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-17-23 @@ -0,0 +1,48 @@ +2023-06-05 18:17:23,768 INFO [decode.py:680] Decoding started +2023-06-05 18:17:23,768 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:17:25,422 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:17:25,594 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 8, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-8-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:17:25,594 INFO [decode.py:694] About to create model +2023-06-05 18:17:26,226 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 8 +2023-06-05 18:17:35,292 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:17:35,293 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:17:35,299 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:17:35,897 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:17:35,898 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:17:35,950 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:17:36,458 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:17:39,020 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:18:15,673 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9103, 2.9184, 2.3189, 3.5677], device='cuda:0') +2023-06-05 18:18:16,750 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:18:37,579 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:18:37,955 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.19% [30366 / 330498, 1433 ins, 17701 del, 11232 sub ] +2023-06-05 18:18:38,979 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:18:38,982 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.19 best for DEV + +2023-06-05 18:18:39,225 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:18:41,006 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:19:12,919 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.7154, 2.0276, 1.8636, 1.8063, 2.0312, 1.8366, 1.9843, 2.1676], + device='cuda:0') +2023-06-05 18:19:19,205 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:19:52,989 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.1210, 2.7789, 1.9072, 2.7979], device='cuda:0') +2023-06-05 18:19:53,450 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:19:55,998 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:19:56,510 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.44% [35082 / 415746, 1662 ins, 12866 del, 20554 sub ] +2023-06-05 18:19:57,869 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:19:57,885 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.44 best for TEST_NET + +2023-06-05 18:19:59,925 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:20:41,657 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:20:46,321 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.5057, 4.1565, 3.1294, 4.8402], device='cuda:0') +2023-06-05 18:20:51,615 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:20:51,873 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 15.91% [35059 / 220385, 1069 ins, 23336 del, 10654 sub ] +2023-06-05 18:20:52,570 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:20:52,574 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 15.91 best for TEST_MEETING + +2023-06-05 18:20:52,574 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-8-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-13-49 b/logs/greedy_search/log-decode-epoch-8-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-13-49 new file mode 100644 index 0000000000000000000000000000000000000000..0f327c53549f288069cd3515af06bcb345299729 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-8-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-13-49 @@ -0,0 +1,49 @@ +2023-06-05 18:13:49,841 INFO [decode.py:680] Decoding started +2023-06-05 18:13:49,841 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:13:51,494 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:13:51,662 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 8, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-8-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:13:51,662 INFO [decode.py:694] About to create model +2023-06-05 18:13:52,295 INFO [decode.py:761] Calculating the averaged model over epoch range from 4 (excluded) to 8 +2023-06-05 18:14:01,940 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:14:01,941 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:14:01,947 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:14:02,503 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:14:02,504 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:14:02,557 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:14:03,065 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:14:05,606 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:14:20,715 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2043, 4.7070, 2.6382, 2.1750], device='cuda:0') +2023-06-05 18:14:43,442 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:15:04,460 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:15:04,867 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.40% [31072 / 330498, 1361 ins, 18372 del, 11339 sub ] +2023-06-05 18:15:05,895 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:15:05,899 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.4 best for DEV + +2023-06-05 18:15:06,139 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:15:08,076 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:15:46,346 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:16:05,140 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.5402, 3.3686, 2.5384, 4.1788], device='cuda:0') +2023-06-05 18:16:20,766 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:16:23,350 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:16:23,861 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.68% [36070 / 415746, 1598 ins, 13468 del, 21004 sub ] +2023-06-05 18:16:25,227 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:16:25,231 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.68 best for TEST_NET + +2023-06-05 18:16:27,266 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:16:32,637 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.1941, 2.9526, 2.8144, 2.7792, 3.1447, 2.2529, 3.2701, 3.1843], + device='cuda:0') +2023-06-05 18:17:01,117 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3873, 2.8882, 2.6622, 2.6743, 2.8312, 2.6974, 2.8681, 2.9929], + device='cuda:0') +2023-06-05 18:17:08,945 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:17:18,879 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:17:19,132 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.32% [35965 / 220385, 1006 ins, 24093 del, 10866 sub ] +2023-06-05 18:17:19,834 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:17:19,838 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.32 best for TEST_MEETING + +2023-06-05 18:17:19,838 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-8-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-10-15 b/logs/greedy_search/log-decode-epoch-8-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-10-15 new file mode 100644 index 0000000000000000000000000000000000000000..81b8b948faff9c2d38900d005ea276e6a34c0768 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-8-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-10-15 @@ -0,0 +1,48 @@ +2023-06-05 18:10:15,991 INFO [decode.py:680] Decoding started +2023-06-05 18:10:15,991 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:10:17,633 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:10:17,806 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 8, 'iter': 0, 'avg': 5, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-8-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:10:17,806 INFO [decode.py:694] About to create model +2023-06-05 18:10:18,464 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 8 +2023-06-05 18:10:28,725 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:10:28,725 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:10:28,733 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:10:29,295 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:10:29,296 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:10:29,354 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:10:29,871 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:10:32,408 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:10:46,516 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2862, 3.1163, 3.9280, 3.9179], device='cuda:0') +2023-06-05 18:11:09,936 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:11:22,403 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3780, 2.7786, 2.3038, 3.2259], device='cuda:0') +2023-06-05 18:11:30,854 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:11:31,255 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 10.03% [33160 / 330498, 1203 ins, 20616 del, 11341 sub ] +2023-06-05 18:11:32,317 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:11:32,321 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 10.03 best for DEV + +2023-06-05 18:11:32,555 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:11:34,472 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:12:08,139 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.3673, 4.5111, 3.9557, 4.8881], device='cuda:0') +2023-06-05 18:12:12,543 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:12:18,172 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.4502, 1.8799, 1.3781, 1.9463, 2.0471, 2.0616, 1.9679, 1.9165], + device='cuda:0') +2023-06-05 18:12:46,766 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:12:49,379 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:12:49,909 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.20% [38262 / 415746, 1466 ins, 15299 del, 21497 sub ] +2023-06-05 18:12:51,306 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:12:51,311 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.2 best for TEST_NET + +2023-06-05 18:12:53,369 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:13:35,051 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:13:44,909 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:13:45,158 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 17.50% [38578 / 220385, 877 ins, 26725 del, 10976 sub ] +2023-06-05 18:13:45,874 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:13:45,878 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 17.5 best for TEST_MEETING + +2023-06-05 18:13:45,878 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-8-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-06-42 b/logs/greedy_search/log-decode-epoch-8-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-06-42 new file mode 100644 index 0000000000000000000000000000000000000000..9d4b4ff0327c854fa5648e201ad55692cd5a2971 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-8-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-06-42 @@ -0,0 +1,47 @@ +2023-06-05 18:06:42,975 INFO [decode.py:680] Decoding started +2023-06-05 18:06:42,975 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:06:44,627 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:06:44,794 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 8, 'iter': 0, 'avg': 6, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-8-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:06:44,794 INFO [decode.py:694] About to create model +2023-06-05 18:06:45,426 INFO [decode.py:761] Calculating the averaged model over epoch range from 2 (excluded) to 8 +2023-06-05 18:06:55,174 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:06:55,175 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:06:55,181 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:06:55,780 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:06:55,781 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:06:55,833 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:06:56,350 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:06:58,906 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:07:36,409 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:07:40,441 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.0131, 2.5391, 3.2754, 3.2599], device='cuda:0') +2023-06-05 18:07:57,330 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:07:57,716 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 11.09% [36637 / 330498, 1046 ins, 23987 del, 11604 sub ] +2023-06-05 18:07:58,730 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-8-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:07:58,734 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 11.09 best for DEV + +2023-06-05 18:07:58,971 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:08:00,917 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:08:39,007 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:09:13,301 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:09:15,855 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:09:16,367 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 10.18% [42313 / 415746, 1333 ins, 18267 del, 22713 sub ] +2023-06-05 18:09:17,745 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-8-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:09:17,748 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 10.18 best for TEST_NET + +2023-06-05 18:09:19,779 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:09:50,895 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2913, 2.9248, 3.7087, 3.7002], device='cuda:0') +2023-06-05 18:09:59,279 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([6.1297, 5.9982, 5.8634, 6.3113], device='cuda:0') +2023-06-05 18:10:01,326 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:10:09,468 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.9137, 5.7756, 5.5618, 5.5792], device='cuda:0') +2023-06-05 18:10:11,202 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:10:11,448 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 19.38% [42707 / 220385, 800 ins, 30363 del, 11544 sub ] +2023-06-05 18:10:12,150 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-8-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:10:12,154 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 19.38 best for TEST_MEETING + +2023-06-05 18:10:12,154 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-03-09 b/logs/greedy_search/log-decode-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-03-09 new file mode 100644 index 0000000000000000000000000000000000000000..d9fb6960b783237b07be79e49c271b926494c38d --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-18-03-09 @@ -0,0 +1,49 @@ +2023-06-05 18:03:09,715 INFO [decode.py:680] Decoding started +2023-06-05 18:03:09,715 INFO [decode.py:686] Device: cuda:0 +2023-06-05 18:03:11,375 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 18:03:11,541 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 9, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 18:03:11,541 INFO [decode.py:694] About to create model +2023-06-05 18:03:12,182 INFO [decode.py:761] Calculating the averaged model over epoch range from 8 (excluded) to 9 +2023-06-05 18:03:21,287 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 18:03:21,287 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 18:03:21,294 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 18:03:21,865 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 18:03:21,866 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 18:03:21,917 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:03:22,424 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 18:03:24,964 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:03:53,665 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.4927, 5.2486, 5.0360, 5.6370], device='cuda:0') +2023-06-05 18:04:02,789 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:04:23,730 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:04:24,107 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.26% [30591 / 330498, 1406 ins, 18399 del, 10786 sub ] +2023-06-05 18:04:25,144 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:04:25,148 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.26 best for DEV + +2023-06-05 18:04:25,383 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:04:27,301 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:04:37,765 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3126, 3.1111, 2.1674, 3.1601], device='cuda:0') +2023-06-05 18:04:43,971 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.2356, 4.9938, 4.7875, 5.3364], device='cuda:0') +2023-06-05 18:05:05,637 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:05:34,975 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.6934, 4.1624, 3.1528, 4.2443], device='cuda:0') +2023-06-05 18:05:35,980 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.7815, 3.6222, 3.6350, 3.3520, 3.5736, 3.2566, 3.8156, 3.2087], + device='cuda:0') +2023-06-05 18:05:39,954 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:05:42,490 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:05:43,004 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.23% [34232 / 415746, 1607 ins, 13124 del, 19501 sub ] +2023-06-05 18:05:44,339 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:05:44,342 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.23 best for TEST_NET + +2023-06-05 18:05:46,353 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:06:28,178 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:06:38,100 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:06:38,350 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.32% [35977 / 220385, 1062 ins, 24629 del, 10286 sub ] +2023-06-05 18:06:39,052 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:06:39,056 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.32 best for TEST_MEETING + +2023-06-05 18:06:39,056 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-59-19 b/logs/greedy_search/log-decode-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-59-19 new file mode 100644 index 0000000000000000000000000000000000000000..946d2ed909c503d6a78968d751c29b6b718efddf --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model-2023-06-13-17-59-19 @@ -0,0 +1,47 @@ +2023-06-13 17:59:19,978 INFO [decode.py:685] Decoding started +2023-06-13 17:59:19,979 INFO [decode.py:691] Device: cuda:0 +2023-06-13 17:59:21,801 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-13 17:59:22,000 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': 'a1b12cf-dirty', 'icefall-git-date': 'Tue Jun 13 16:18:28 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-1220091118-57c4d55446-mlpzc', 'IP address': '10.177.22.19'}, 'epoch': 9, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-13 17:59:22,000 INFO [decode.py:704] About to create model +2023-06-13 17:59:22,700 INFO [decode.py:771] Calculating the averaged model over epoch range from 8 (excluded) to 9 +2023-06-13 17:59:35,883 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-13 17:59:35,884 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-13 17:59:35,890 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-13 17:59:36,480 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-13 17:59:36,481 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-13 17:59:36,490 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:59:36,542 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 17:59:37,083 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-13 17:59:37,085 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-13 17:59:39,820 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-13 18:00:18,623 INFO [decode.py:581] batch 50/?, cuts processed until now is 8452 +2023-06-13 18:00:25,620 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.3268, 3.4241, 2.1464, 3.4333], device='cuda:0') +2023-06-13 18:00:36,312 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.8868, 2.8449, 2.3327, 3.5570], device='cuda:0') +2023-06-13 18:00:40,149 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_2.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:00:40,547 INFO [utils.py:562] [DEV-greedy_search_blank_penalty_2.0] %WER 7.57% [25031 / 330498, 2454 ins, 10870 del, 11707 sub ] +2023-06-13 18:00:41,603 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_2.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:00:41,622 INFO [decode.py:626] +For DEV, WER of different settings are: +greedy_search_blank_penalty_2.0 7.57 best for DEV + +2023-06-13 18:00:41,879 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-13 18:00:44,080 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-13 18:01:23,713 INFO [decode.py:581] batch 50/?, cuts processed until now is 11650 +2023-06-13 18:01:58,931 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-13 18:02:01,639 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:02:02,167 INFO [utils.py:562] [TEST_NET-greedy_search_blank_penalty_2.0] %WER 7.77% [32315 / 415746, 3088 ins, 8589 del, 20638 sub ] +2023-06-13 18:02:03,568 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_2.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:02:03,571 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_2.0 7.77 best for TEST_NET + +2023-06-13 18:02:05,753 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-13 18:02:49,054 INFO [decode.py:581] batch 50/?, cuts processed until now is 6830 +2023-06-13 18:02:59,423 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:02:59,774 INFO [utils.py:562] [TEST_MEETING-greedy_search_blank_penalty_2.0] %WER 12.87% [28369 / 220385, 2513 ins, 13986 del, 11870 sub ] +2023-06-13 18:03:00,732 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_2.0-epoch-9-avg-1-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt +2023-06-13 18:03:00,740 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_2.0 12.87 best for TEST_MEETING + +2023-06-13 18:03:00,740 INFO [decode.py:849] Done! diff --git a/logs/greedy_search/log-decode-epoch-9-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-59-37 b/logs/greedy_search/log-decode-epoch-9-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-59-37 new file mode 100644 index 0000000000000000000000000000000000000000..c7abf19b84f59277f75ff401077b3066a49bd671 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-9-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-59-37 @@ -0,0 +1,46 @@ +2023-06-05 17:59:37,355 INFO [decode.py:680] Decoding started +2023-06-05 17:59:37,355 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:59:38,977 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:59:39,142 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 9, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-9-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:59:39,143 INFO [decode.py:694] About to create model +2023-06-05 17:59:39,779 INFO [decode.py:761] Calculating the averaged model over epoch range from 7 (excluded) to 9 +2023-06-05 17:59:48,662 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:59:48,662 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:59:48,669 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:59:49,237 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:59:49,238 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:59:49,290 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:59:49,813 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:59:52,361 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 18:00:22,509 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.2654, 3.6210, 2.7942, 4.3482], device='cuda:0') +2023-06-05 18:00:30,065 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 18:00:48,139 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.0679, 3.2449, 2.5819, 4.0344], device='cuda:0') +2023-06-05 18:00:50,049 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.7508, 5.5391, 5.2737, 5.9164], device='cuda:0') +2023-06-05 18:00:50,822 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:00:51,202 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.24% [30543 / 330498, 1421 ins, 18251 del, 10871 sub ] +2023-06-05 18:00:52,225 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:00:52,229 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.24 best for DEV + +2023-06-05 18:00:52,464 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 18:00:54,438 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 18:01:32,787 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 18:02:07,080 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 18:02:09,631 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:02:10,135 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.25% [34284 / 415746, 1626 ins, 13039 del, 19619 sub ] +2023-06-05 18:02:11,476 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:02:11,480 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.25 best for TEST_NET + +2023-06-05 18:02:13,505 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 18:02:55,023 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 18:03:04,899 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:03:05,149 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.25% [35820 / 220385, 1037 ins, 24615 del, 10168 sub ] +2023-06-05 18:03:05,836 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-2-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 18:03:05,840 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.25 best for TEST_MEETING + +2023-06-05 18:03:05,840 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-9-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-56-04 b/logs/greedy_search/log-decode-epoch-9-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-56-04 new file mode 100644 index 0000000000000000000000000000000000000000..76051a6544c143ebb8759cfda8ea0af2a95b1d8f --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-9-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-56-04 @@ -0,0 +1,45 @@ +2023-06-05 17:56:04,832 INFO [decode.py:680] Decoding started +2023-06-05 17:56:04,832 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:56:06,482 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:56:06,648 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 9, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-9-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:56:06,649 INFO [decode.py:694] About to create model +2023-06-05 17:56:07,281 INFO [decode.py:761] Calculating the averaged model over epoch range from 6 (excluded) to 9 +2023-06-05 17:56:16,299 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:56:16,299 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:56:16,307 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:56:16,867 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:56:16,868 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:56:16,920 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:56:17,423 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:56:19,984 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:56:22,234 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.7322, 5.3804, 5.2365, 5.1881], device='cuda:0') +2023-06-05 17:56:57,652 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:57:18,571 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:57:18,942 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.29% [30715 / 330498, 1394 ins, 18455 del, 10866 sub ] +2023-06-05 17:57:19,984 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:57:19,988 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.29 best for DEV + +2023-06-05 17:57:20,221 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:57:22,123 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:57:44,546 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9092, 4.3047, 2.2693, 1.8975], device='cuda:0') +2023-06-05 17:58:00,310 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:58:34,561 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:58:37,108 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:58:37,614 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.34% [34682 / 415746, 1617 ins, 13243 del, 19822 sub ] +2023-06-05 17:58:38,964 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:58:38,968 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.34 best for TEST_NET + +2023-06-05 17:58:40,997 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:59:22,543 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:59:32,428 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:59:32,685 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.30% [35931 / 220385, 1018 ins, 24721 del, 10192 sub ] +2023-06-05 17:59:33,384 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-3-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:59:33,387 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.3 best for TEST_MEETING + +2023-06-05 17:59:33,388 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-9-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-52-30 b/logs/greedy_search/log-decode-epoch-9-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-52-30 new file mode 100644 index 0000000000000000000000000000000000000000..043c970d9b727d5d841c7affcd8103a186059797 --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-9-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-52-30 @@ -0,0 +1,47 @@ +2023-06-05 17:52:30,486 INFO [decode.py:680] Decoding started +2023-06-05 17:52:30,487 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:52:32,128 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:52:32,308 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 9, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-9-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:52:32,308 INFO [decode.py:694] About to create model +2023-06-05 17:52:32,939 INFO [decode.py:761] Calculating the averaged model over epoch range from 5 (excluded) to 9 +2023-06-05 17:52:42,302 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:52:42,302 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:52:42,310 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:52:42,879 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:52:42,880 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:52:42,932 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:52:43,471 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:52:46,051 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:52:49,199 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([4.4913, 4.0862, 4.3607, 3.3596], device='cuda:0') +2023-06-05 17:52:56,537 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.9364, 4.2423, 2.3809, 1.9340], device='cuda:0') +2023-06-05 17:53:15,410 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.9239, 3.9589, 2.0764, 3.6114], device='cuda:0') +2023-06-05 17:53:23,661 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:53:44,487 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:53:44,864 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.20% [30407 / 330498, 1424 ins, 17931 del, 11052 sub ] +2023-06-05 17:53:45,876 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:53:45,879 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.2 best for DEV + +2023-06-05 17:53:46,112 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:53:48,023 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:54:27,214 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:55:01,947 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:55:04,488 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:55:05,002 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.39% [34887 / 415746, 1656 ins, 12980 del, 20251 sub ] +2023-06-05 17:55:06,333 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:55:06,337 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.39 best for TEST_NET + +2023-06-05 17:55:08,348 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:55:32,130 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.0973, 4.9755, 4.7436, 4.6926], device='cuda:0') +2023-06-05 17:55:50,011 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:55:59,913 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:56:00,166 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 15.90% [35040 / 220385, 1073 ins, 23488 del, 10479 sub ] +2023-06-05 17:56:00,852 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-4-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:56:00,855 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 15.9 best for TEST_MEETING + +2023-06-05 17:56:00,856 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-9-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-48-56 b/logs/greedy_search/log-decode-epoch-9-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-48-56 new file mode 100644 index 0000000000000000000000000000000000000000..4e9502fcb084531954d8faeaffeb707820fe0c6f --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-9-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-48-56 @@ -0,0 +1,47 @@ +2023-06-05 17:48:56,903 INFO [decode.py:680] Decoding started +2023-06-05 17:48:56,903 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:48:58,491 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:48:58,658 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 9, 'iter': 0, 'avg': 5, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-9-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:48:58,658 INFO [decode.py:694] About to create model +2023-06-05 17:48:59,305 INFO [decode.py:761] Calculating the averaged model over epoch range from 4 (excluded) to 9 +2023-06-05 17:49:09,417 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:49:09,417 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:49:09,424 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:49:09,999 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:49:09,999 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:49:10,053 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:49:10,573 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:49:13,121 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:49:21,828 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.3369, 3.0402, 4.1829, 4.3004], device='cuda:0') +2023-06-05 17:49:50,609 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:50:11,448 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:50:11,828 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 9.48% [31322 / 330498, 1333 ins, 18856 del, 11133 sub ] +2023-06-05 17:50:12,851 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:50:12,855 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 9.48 best for DEV + +2023-06-05 17:50:13,093 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:50:15,055 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:50:36,721 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([2.3232, 2.9461, 2.5060, 2.5924, 2.7611, 2.5023, 2.8330, 3.1005], + device='cuda:0') +2023-06-05 17:50:53,230 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:51:24,514 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([3.6789, 3.3872, 3.5099, 2.8061], device='cuda:0') +2023-06-05 17:51:27,509 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:51:30,053 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:51:30,564 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 8.68% [36091 / 415746, 1565 ins, 13813 del, 20713 sub ] +2023-06-05 17:51:31,923 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:51:31,926 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 8.68 best for TEST_NET + +2023-06-05 17:51:33,943 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:52:15,671 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:52:25,602 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:52:25,856 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 16.35% [36026 / 220385, 985 ins, 24368 del, 10673 sub ] +2023-06-05 17:52:26,549 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-5-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:52:26,553 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 16.35 best for TEST_MEETING + +2023-06-05 17:52:26,553 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/log-decode-epoch-9-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-45-22 b/logs/greedy_search/log-decode-epoch-9-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-45-22 new file mode 100644 index 0000000000000000000000000000000000000000..b78b15a178748a89623286bc8a629d9553623d3c --- /dev/null +++ b/logs/greedy_search/log-decode-epoch-9-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model-2023-06-05-17-45-22 @@ -0,0 +1,45 @@ +2023-06-05 17:45:22,812 INFO [decode.py:680] Decoding started +2023-06-05 17:45:22,812 INFO [decode.py:686] Device: cuda:0 +2023-06-05 17:45:24,443 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-05 17:45:24,610 INFO [decode.py:692] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'wenetspeech', 'icefall-git-sha1': '04c3f9a-clean', 'icefall-git-date': 'Thu May 25 16:33:10 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-9-0208143539-7dbf569d4f-cbkkw', 'IP address': '10.177.94.20'}, 'epoch': 9, 'iter': 0, 'avg': 6, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 0.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, '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('zipformer/exp_L_context_2/greedy_search'), 'suffix': 'epoch-9-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-05 17:45:24,611 INFO [decode.py:694] About to create model +2023-06-05 17:45:25,240 INFO [decode.py:761] Calculating the averaged model over epoch range from 3 (excluded) to 9 +2023-06-05 17:45:35,358 INFO [decode.py:795] Number of model parameters: 75879898 +2023-06-05 17:45:35,358 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-05 17:45:35,365 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-05 17:45:35,921 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-05 17:45:35,921 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-05 17:45:35,973 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:45:36,481 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-05 17:45:39,214 INFO [decode.py:576] batch 0/?, cuts processed until now is 130 +2023-06-05 17:46:16,760 INFO [decode.py:576] batch 50/?, cuts processed until now is 8452 +2023-06-05 17:46:37,839 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:46:38,211 INFO [utils.py:561] [DEV-greedy_search_blank_penalty_0.0] %WER 10.26% [33895 / 330498, 1152 ins, 21736 del, 11007 sub ] +2023-06-05 17:46:39,231 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-DEV-greedy_search_blank_penalty_0.0-epoch-9-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:46:39,234 INFO [decode.py:621] +For DEV, WER of different settings are: +greedy_search_blank_penalty_0.0 10.26 best for DEV + +2023-06-05 17:46:39,465 WARNING [decode.py:804] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-05 17:46:41,447 INFO [decode.py:576] batch 0/?, cuts processed until now is 146 +2023-06-05 17:47:07,979 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([1.1188, 2.7268, 3.9900, 4.1810], device='cuda:0') +2023-06-05 17:47:19,695 INFO [decode.py:576] batch 50/?, cuts processed until now is 11650 +2023-06-05 17:47:53,835 INFO [decode.py:576] batch 100/?, cuts processed until now is 24487 +2023-06-05 17:47:53,951 INFO [zipformer.py:1711] name=None, attn_weights_entropy = tensor([5.7064, 5.3740, 5.1758, 5.2227], device='cuda:0') +2023-06-05 17:47:56,374 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:47:56,887 INFO [utils.py:561] [TEST_NET-greedy_search_blank_penalty_0.0] %WER 9.30% [38683 / 415746, 1387 ins, 16131 del, 21165 sub ] +2023-06-05 17:47:58,245 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_NET-greedy_search_blank_penalty_0.0-epoch-9-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:47:58,249 INFO [decode.py:621] +For TEST_NET, WER of different settings are: +greedy_search_blank_penalty_0.0 9.3 best for TEST_NET + +2023-06-05 17:48:00,311 INFO [decode.py:576] batch 0/?, cuts processed until now is 93 +2023-06-05 17:48:42,196 INFO [decode.py:576] batch 50/?, cuts processed until now is 6830 +2023-06-05 17:48:52,058 INFO [decode.py:592] The transcripts are stored in zipformer/exp_L_context_2/greedy_search/recogs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:48:52,308 INFO [utils.py:561] [TEST_MEETING-greedy_search_blank_penalty_0.0] %WER 17.88% [39402 / 220385, 815 ins, 27975 del, 10612 sub ] +2023-06-05 17:48:53,019 INFO [decode.py:605] Wrote detailed error stats to zipformer/exp_L_context_2/greedy_search/errs-TEST_MEETING-greedy_search_blank_penalty_0.0-epoch-9-avg-6-context-2-max-sym-per-frame-1-blank-penalty-0.0-use-averaged-model.txt +2023-06-05 17:48:53,022 INFO [decode.py:621] +For TEST_MEETING, WER of different settings are: +greedy_search_blank_penalty_0.0 17.88 best for TEST_MEETING + +2023-06-05 17:48:53,023 INFO [decode.py:840] Done! diff --git a/logs/greedy_search/recogs-AISHELL-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt b/logs/greedy_search/recogs-AISHELL-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt new file mode 100644 index 0000000000000000000000000000000000000000..b18a756130160416a5e430ac328e3c8344f44e7c --- /dev/null +++ b/logs/greedy_search/recogs-AISHELL-greedy_search_blank_penalty_2.0-epoch-12-avg-4-context-2-max-sym-per-frame-1-blank-penalty-2.0-use-averaged-model.txt @@ -0,0 +1,3 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0000000000000000000000000000000000000000..4e07a835847643558e5582728a5df8ab665b92f0 --- /dev/null +++ b/logs/modified_beam_search/log-decode-epoch-10-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-13-39-23 @@ -0,0 +1,56 @@ +2023-06-15 13:39:23,104 INFO [decode.py:639] Decoding started +2023-06-15 13:39:23,104 INFO [decode.py:645] Device: cuda:0 +2023-06-15 13:39:24,689 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-15 13:39:24,970 INFO [decode.py:656] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'zipformer_wenetspeech', 'icefall-git-sha1': '28d3f6d-dirty', 'icefall-git-date': 'Thu Jun 15 10:30:34 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 10, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'modified_beam_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/modified_beam_search'), 'suffix': 'epoch-10-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-15 13:39:24,971 INFO [decode.py:658] About to create model +2023-06-15 13:39:25,688 INFO [decode.py:725] Calculating the averaged model over epoch range from 8 (excluded) to 10 +2023-06-15 13:39:37,063 INFO [decode.py:756] Number of model parameters: 75879898 +2023-06-15 13:39:37,063 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-15 13:39:37,079 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-15 13:39:37,632 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-15 13:39:37,634 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-15 13:39:37,637 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 13:39:37,690 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 13:39:38,202 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-15 13:39:38,210 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 13:39:48,188 INFO [decode.py:536] batch 0/?, cuts processed until now is 130 +2023-06-15 13:42:27,425 INFO [decode.py:536] batch 20/?, cuts processed until now is 3192 +2023-06-15 13:44:59,749 INFO [decode.py:536] batch 40/?, cuts processed until now is 6421 +2023-06-15 13:47:28,985 INFO [decode.py:536] batch 60/?, cuts processed until now is 10176 +2023-06-15 13:49:30,466 INFO [decode.py:536] batch 80/?, cuts processed until now is 13727 +2023-06-15 13:49:37,762 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-DEV-beam_size_4_blank_penalty_2.0-epoch-10-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:49:38,150 INFO [utils.py:562] [DEV-beam_size_4_blank_penalty_2.0] %WER 7.39% [24412 / 330498, 2744 ins, 10192 del, 11476 sub ] +2023-06-15 13:49:39,181 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-DEV-beam_size_4_blank_penalty_2.0-epoch-10-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:49:39,184 INFO [decode.py:581] +For DEV, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.39 best for DEV + +2023-06-15 13:49:39,445 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 13:49:48,614 INFO [decode.py:536] batch 0/?, cuts processed until now is 146 +2023-06-15 13:52:13,120 INFO [decode.py:536] batch 20/?, cuts processed until now is 4116 +2023-06-15 13:54:38,009 INFO [decode.py:536] batch 40/?, cuts processed until now is 8601 +2023-06-15 13:56:59,603 INFO [decode.py:536] batch 60/?, cuts processed until now is 14082 +2023-06-15 13:59:23,904 INFO [decode.py:536] batch 80/?, cuts processed until now is 18750 +2023-06-15 14:00:46,075 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.6781, 3.3981, 3.5298, 2.8288], device='cuda:0') +2023-06-15 14:01:12,433 INFO [decode.py:536] batch 100/?, cuts processed until now is 24487 +2023-06-15 14:01:28,143 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-10-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:01:28,657 INFO [utils.py:562] [TEST_NET-beam_size_4_blank_penalty_2.0] %WER 7.63% [31724 / 415746, 3704 ins, 7792 del, 20228 sub ] +2023-06-15 14:01:30,004 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-10-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:01:30,008 INFO [decode.py:581] +For TEST_NET, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.63 best for TEST_NET + +2023-06-15 14:01:39,426 INFO [decode.py:536] batch 0/?, cuts processed until now is 93 +2023-06-15 14:04:07,966 INFO [decode.py:536] batch 20/?, cuts processed until now is 2345 +2023-06-15 14:04:23,238 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.5469, 3.1867, 2.1455, 3.1755], device='cuda:0') +2023-06-15 14:06:39,255 INFO [decode.py:536] batch 40/?, cuts processed until now is 4929 +2023-06-15 14:07:48,725 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.8332, 4.2527, 2.4618, 2.3575], device='cuda:0') +2023-06-15 14:08:40,807 INFO [decode.py:536] batch 60/?, cuts processed until now is 7955 +2023-06-15 14:09:10,402 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-10-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:09:10,731 INFO [utils.py:562] [TEST_MEETING-beam_size_4_blank_penalty_2.0] %WER 12.59% [27744 / 220385, 3016 ins, 13102 del, 11626 sub ] +2023-06-15 14:09:11,428 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-10-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:09:11,432 INFO [decode.py:581] +For TEST_MEETING, WER of different settings are: +beam_size_4_blank_penalty_2.0 12.59 best for TEST_MEETING + +2023-06-15 14:09:11,432 INFO [decode.py:801] Done! diff --git a/logs/modified_beam_search/log-decode-epoch-11-avg-3-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-14-09-16 b/logs/modified_beam_search/log-decode-epoch-11-avg-3-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-14-09-16 new file mode 100644 index 0000000000000000000000000000000000000000..7738a8612711d4e2497aa96afd86cda40d4fc6c2 --- /dev/null +++ b/logs/modified_beam_search/log-decode-epoch-11-avg-3-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-14-09-16 @@ -0,0 +1,67 @@ +2023-06-15 14:09:16,281 INFO [decode.py:639] Decoding started +2023-06-15 14:09:16,281 INFO [decode.py:645] Device: cuda:0 +2023-06-15 14:09:17,860 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-15 14:09:18,104 INFO [decode.py:656] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'zipformer_wenetspeech', 'icefall-git-sha1': '28d3f6d-dirty', 'icefall-git-date': 'Thu Jun 15 10:30:34 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 11, 'iter': 0, 'avg': 3, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'modified_beam_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/modified_beam_search'), 'suffix': 'epoch-11-avg-3-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-15 14:09:18,104 INFO [decode.py:658] About to create model +2023-06-15 14:09:18,761 INFO [decode.py:725] Calculating the averaged model over epoch range from 8 (excluded) to 11 +2023-06-15 14:09:29,627 INFO [decode.py:756] Number of model parameters: 75879898 +2023-06-15 14:09:29,627 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-15 14:09:29,644 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-15 14:09:30,256 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-15 14:09:30,257 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-15 14:09:30,260 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 14:09:30,310 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 14:09:30,821 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-15 14:09:30,829 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 14:09:40,763 INFO [decode.py:536] batch 0/?, cuts processed until now is 130 +2023-06-15 14:12:14,675 INFO [decode.py:536] batch 20/?, cuts processed until now is 3192 +2023-06-15 14:14:25,592 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.6815, 2.3170, 2.0954, 2.3418], device='cuda:0') +2023-06-15 14:14:50,834 INFO [decode.py:536] batch 40/?, cuts processed until now is 6421 +2023-06-15 14:17:21,000 INFO [decode.py:536] batch 60/?, cuts processed until now is 10176 +2023-06-15 14:17:51,032 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.9955, 2.2462, 2.1568, 2.1010, 2.2957, 2.2060, 2.2030, 2.4361], + device='cuda:0') +2023-06-15 14:17:57,401 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.3086, 3.5782, 2.9290, 4.4266], device='cuda:0') +2023-06-15 14:19:10,038 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.4956, 3.0278, 2.7592, 2.7097, 2.9157, 2.7470, 2.9556, 3.1833], + device='cuda:0') +2023-06-15 14:19:19,907 INFO [decode.py:536] batch 80/?, cuts processed until now is 13727 +2023-06-15 14:19:26,978 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-DEV-beam_size_4_blank_penalty_2.0-epoch-11-avg-3-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:19:27,444 INFO [utils.py:562] [DEV-beam_size_4_blank_penalty_2.0] %WER 7.31% [24146 / 330498, 2919 ins, 9793 del, 11434 sub ] +2023-06-15 14:19:28,459 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-DEV-beam_size_4_blank_penalty_2.0-epoch-11-avg-3-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:19:28,462 INFO [decode.py:581] +For DEV, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.31 best for DEV + +2023-06-15 14:19:28,725 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 14:19:37,901 INFO [decode.py:536] batch 0/?, cuts processed until now is 146 +2023-06-15 14:20:06,515 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.8901, 4.2283, 2.1833, 1.8579], device='cuda:0') +2023-06-15 14:21:58,178 INFO [decode.py:536] batch 20/?, cuts processed until now is 4116 +2023-06-15 14:24:24,030 INFO [decode.py:536] batch 40/?, cuts processed until now is 8601 +2023-06-15 14:24:37,389 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1414, 2.8933, 2.8732, 2.6244, 3.1577, 2.0096, 3.2865, 3.0481], + device='cuda:0') +2023-06-15 14:26:46,498 INFO [decode.py:536] batch 60/?, cuts processed until now is 14082 +2023-06-15 14:28:26,171 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.0439, 2.5210, 2.1938, 2.3059, 2.4439, 2.2264, 2.4304, 2.6964], + device='cuda:0') +2023-06-15 14:29:10,704 INFO [decode.py:536] batch 80/?, cuts processed until now is 18750 +2023-06-15 14:30:57,741 INFO [decode.py:536] batch 100/?, cuts processed until now is 24487 +2023-06-15 14:31:12,687 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-11-avg-3-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:31:13,199 INFO [utils.py:562] [TEST_NET-beam_size_4_blank_penalty_2.0] %WER 7.63% [31728 / 415746, 4091 ins, 7427 del, 20210 sub ] +2023-06-15 14:31:14,543 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-11-avg-3-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:31:14,546 INFO [decode.py:581] +For TEST_NET, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.63 best for TEST_NET + +2023-06-15 14:31:24,002 INFO [decode.py:536] batch 0/?, cuts processed until now is 93 +2023-06-15 14:33:52,545 INFO [decode.py:536] batch 20/?, cuts processed until now is 2345 +2023-06-15 14:35:14,358 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1572, 4.3534, 2.5844, 2.1116], device='cuda:0') +2023-06-15 14:36:29,837 INFO [decode.py:536] batch 40/?, cuts processed until now is 4929 +2023-06-15 14:38:14,598 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.2305, 2.8672, 3.5681, 3.5647], device='cuda:0') +2023-06-15 14:38:31,696 INFO [decode.py:536] batch 60/?, cuts processed until now is 7955 +2023-06-15 14:38:54,580 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.8283, 3.3644, 2.8940, 4.2328], device='cuda:0') +2023-06-15 14:39:01,539 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-11-avg-3-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:39:01,797 INFO [utils.py:562] [TEST_MEETING-beam_size_4_blank_penalty_2.0] %WER 12.43% [27395 / 220385, 3243 ins, 12585 del, 11567 sub ] +2023-06-15 14:39:02,486 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-11-avg-3-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:39:02,489 INFO [decode.py:581] +For TEST_MEETING, WER of different settings are: +beam_size_4_blank_penalty_2.0 12.43 best for TEST_MEETING + +2023-06-15 14:39:02,489 INFO [decode.py:801] Done! diff --git a/logs/modified_beam_search/log-decode-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-14-39-07 b/logs/modified_beam_search/log-decode-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-14-39-07 new file mode 100644 index 0000000000000000000000000000000000000000..0cea134ba446b940bb33ae2a17b7327c01269105 --- /dev/null +++ b/logs/modified_beam_search/log-decode-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-14-39-07 @@ -0,0 +1,58 @@ +2023-06-15 14:39:07,470 INFO [decode.py:639] Decoding started +2023-06-15 14:39:07,470 INFO [decode.py:645] Device: cuda:0 +2023-06-15 14:39:09,072 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-15 14:39:09,331 INFO [decode.py:656] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'zipformer_wenetspeech', 'icefall-git-sha1': '28d3f6d-dirty', 'icefall-git-date': 'Thu Jun 15 10:30:34 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'modified_beam_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/modified_beam_search'), 'suffix': 'epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-15 14:39:09,331 INFO [decode.py:658] About to create model +2023-06-15 14:39:10,067 INFO [decode.py:725] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-15 14:39:21,286 INFO [decode.py:756] Number of model parameters: 75879898 +2023-06-15 14:39:21,286 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-15 14:39:21,300 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-15 14:39:21,870 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-15 14:39:21,871 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-15 14:39:21,873 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 14:39:21,924 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 14:39:22,451 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-15 14:39:22,459 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 14:39:32,543 INFO [decode.py:536] batch 0/?, cuts processed until now is 130 +2023-06-15 14:42:07,613 INFO [decode.py:536] batch 20/?, cuts processed until now is 3192 +2023-06-15 14:44:39,669 INFO [decode.py:536] batch 40/?, cuts processed until now is 6421 +2023-06-15 14:47:09,561 INFO [decode.py:536] batch 60/?, cuts processed until now is 10176 +2023-06-15 14:49:08,809 INFO [decode.py:536] batch 80/?, cuts processed until now is 13727 +2023-06-15 14:49:16,349 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-DEV-beam_size_4_blank_penalty_2.0-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:49:16,722 INFO [utils.py:562] [DEV-beam_size_4_blank_penalty_2.0] %WER 7.32% [24180 / 330498, 2991 ins, 9738 del, 11451 sub ] +2023-06-15 14:49:17,743 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-DEV-beam_size_4_blank_penalty_2.0-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 14:49:17,747 INFO [decode.py:581] +For DEV, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.32 best for DEV + +2023-06-15 14:49:18,132 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 14:49:27,537 INFO [decode.py:536] batch 0/?, cuts processed until now is 146 +2023-06-15 14:51:09,310 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.9867, 4.0293, 1.9069, 3.7287], device='cuda:0') +2023-06-15 14:51:47,503 INFO [decode.py:536] batch 20/?, cuts processed until now is 4116 +2023-06-15 14:53:29,615 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.0150, 3.3764, 2.6014, 4.2142], device='cuda:0') +2023-06-15 14:54:12,801 INFO [decode.py:536] batch 40/?, cuts processed until now is 8601 +2023-06-15 14:54:54,261 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.7249, 4.0098, 2.2175, 2.1477], device='cuda:0') +2023-06-15 14:56:35,004 INFO [decode.py:536] batch 60/?, cuts processed until now is 14082 +2023-06-15 14:58:59,317 INFO [decode.py:536] batch 80/?, cuts processed until now is 18750 +2023-06-15 15:00:46,706 INFO [decode.py:536] batch 100/?, cuts processed until now is 24487 +2023-06-15 15:01:01,722 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 15:01:02,228 INFO [utils.py:562] [TEST_NET-beam_size_4_blank_penalty_2.0] %WER 7.61% [31635 / 415746, 4259 ins, 7303 del, 20073 sub ] +2023-06-15 15:01:03,563 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 15:01:03,566 INFO [decode.py:581] +For TEST_NET, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.61 best for TEST_NET + +2023-06-15 15:01:12,722 INFO [decode.py:536] batch 0/?, cuts processed until now is 93 +2023-06-15 15:03:42,004 INFO [decode.py:536] batch 20/?, cuts processed until now is 2345 +2023-06-15 15:06:18,416 INFO [decode.py:536] batch 40/?, cuts processed until now is 4929 +2023-06-15 15:07:27,506 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.3657, 2.7457, 2.4217, 2.8425, 3.0775, 3.1380, 3.1068, 2.8610], + device='cuda:0') +2023-06-15 15:08:21,381 INFO [decode.py:536] batch 60/?, cuts processed until now is 7955 +2023-06-15 15:08:51,193 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 15:08:51,478 INFO [utils.py:562] [TEST_MEETING-beam_size_4_blank_penalty_2.0] %WER 12.35% [27219 / 220385, 3372 ins, 12413 del, 11434 sub ] +2023-06-15 15:08:52,172 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 15:08:52,177 INFO [decode.py:581] +For TEST_MEETING, WER of different settings are: +beam_size_4_blank_penalty_2.0 12.35 best for TEST_MEETING + +2023-06-15 15:08:52,177 INFO [decode.py:801] Done! diff --git a/logs/modified_beam_search/log-decode-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-21-12-05-24 b/logs/modified_beam_search/log-decode-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-21-12-05-24 new file mode 100644 index 0000000000000000000000000000000000000000..1c1229efe5e0d05f79c7b1ac5d908f6801c63409 --- /dev/null +++ b/logs/modified_beam_search/log-decode-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-21-12-05-24 @@ -0,0 +1,28 @@ +2023-06-21 12:05:24,847 INFO [decode.py:652] Decoding started +2023-06-21 12:05:24,848 INFO [decode.py:658] Device: cuda:0 +2023-06-21 12:05:26,699 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-21 12:05:26,883 INFO [decode.py:669] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'zipformer_wenetspeech', 'icefall-git-sha1': 'a7d0588-dirty', 'icefall-git-date': 'Mon Jun 19 12:12:33 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-2-0423201334-6587bbc68d-tn554', 'IP address': '10.177.74.211'}, 'epoch': 12, 'iter': 0, 'avg': 4, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'modified_beam_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'ilme_scale': 0.2, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/modified_beam_search'), 'suffix': 'epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-21 12:05:26,884 INFO [decode.py:671] About to create model +2023-06-21 12:05:27,589 INFO [decode.py:738] Calculating the averaged model over epoch range from 8 (excluded) to 12 +2023-06-21 12:05:36,160 INFO [decode.py:769] Number of model parameters: 75879898 +2023-06-21 12:05:36,160 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-21 12:05:36,167 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-21 12:05:36,728 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-21 12:05:36,729 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-21 12:05:36,732 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-21 12:05:36,783 WARNING [decode.py:778] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-21 12:05:37,309 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-21 12:05:37,311 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-21 12:05:37,791 INFO [asr_datamodule.py:413] About to get TEST_AISHELL cuts +2023-06-21 12:05:37,792 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-21 12:05:47,372 INFO [decode.py:548] batch 0/?, cuts processed until now is 159 +2023-06-21 12:08:23,862 INFO [decode.py:548] batch 20/?, cuts processed until now is 3889 +2023-06-21 12:10:31,707 INFO [decode.py:548] batch 40/?, cuts processed until now is 6876 +2023-06-21 12:10:44,280 INFO [decode.py:564] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-AISHELL-beam_size_4_blank_penalty_2.0-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-21 12:10:44,410 INFO [utils.py:562] [AISHELL-beam_size_4_blank_penalty_2.0] %WER 3.71% [3886 / 104765, 425 ins, 121 del, 3340 sub ] +2023-06-21 12:10:44,753 INFO [decode.py:577] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-AISHELL-beam_size_4_blank_penalty_2.0-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-21 12:10:44,757 INFO [decode.py:593] +For AISHELL, WER of different settings are: +beam_size_4_blank_penalty_2.0 3.71 best for AISHELL + +2023-06-21 12:10:44,757 INFO [decode.py:821] Done! diff --git a/logs/modified_beam_search/log-decode-epoch-4-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-10-40-32 b/logs/modified_beam_search/log-decode-epoch-4-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-10-40-32 new file mode 100644 index 0000000000000000000000000000000000000000..c5393274cdbd9f93608f82e4a03f6ecbb3437fce --- /dev/null +++ b/logs/modified_beam_search/log-decode-epoch-4-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-10-40-32 @@ -0,0 +1,58 @@ +2023-06-15 10:40:32,531 INFO [decode.py:685] Decoding started +2023-06-15 10:40:32,531 INFO [decode.py:691] Device: cuda:0 +2023-06-15 10:40:34,119 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-15 10:40:34,422 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'zipformer_wenetspeech', 'icefall-git-sha1': '28d3f6d-clean', 'icefall-git-date': 'Thu Jun 15 10:30:34 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'modified_beam_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/modified_beam_search'), 'suffix': 'epoch-4-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-15 10:40:34,423 INFO [decode.py:704] About to create model +2023-06-15 10:40:35,106 INFO [decode.py:771] Calculating the averaged model over epoch range from 3 (excluded) to 4 +2023-06-15 10:40:48,495 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-15 10:40:48,496 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-15 10:40:48,513 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-15 10:40:49,073 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-15 10:40:49,074 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-15 10:40:49,085 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 10:40:49,136 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 10:40:49,664 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-15 10:40:49,671 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 10:41:00,537 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-15 10:43:38,395 INFO [decode.py:581] batch 20/?, cuts processed until now is 3192 +2023-06-15 10:46:11,954 INFO [decode.py:581] batch 40/?, cuts processed until now is 6421 +2023-06-15 10:48:44,660 INFO [decode.py:581] batch 60/?, cuts processed until now is 10176 +2023-06-15 10:50:44,867 INFO [decode.py:581] batch 80/?, cuts processed until now is 13727 +2023-06-15 10:50:51,948 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-DEV-beam_size_4_blank_penalty_2.0-epoch-4-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 10:50:52,333 INFO [utils.py:562] [DEV-beam_size_4_blank_penalty_2.0] %WER 7.75% [25607 / 330498, 2701 ins, 9369 del, 13537 sub ] +2023-06-15 10:50:53,344 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-DEV-beam_size_4_blank_penalty_2.0-epoch-4-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 10:50:53,347 INFO [decode.py:626] +For DEV, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.75 best for DEV + +2023-06-15 10:50:53,740 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 10:51:02,926 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-15 10:53:24,884 INFO [decode.py:581] batch 20/?, cuts processed until now is 4116 +2023-06-15 10:54:16,808 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.6708, 3.2472, 2.3909, 1.6948], device='cuda:0') +2023-06-15 10:55:52,912 INFO [decode.py:581] batch 40/?, cuts processed until now is 8601 +2023-06-15 10:57:59,652 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.4302, 2.1882, 1.9218, 2.0420], device='cuda:0') +2023-06-15 10:58:14,384 INFO [decode.py:581] batch 60/?, cuts processed until now is 14082 +2023-06-15 11:00:40,619 INFO [decode.py:581] batch 80/?, cuts processed until now is 18750 +2023-06-15 11:02:27,662 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-15 11:02:33,797 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.6972, 2.0084, 1.8694, 1.7287, 2.0439, 1.8600, 2.0036, 2.1735], + device='cuda:0') +2023-06-15 11:02:42,857 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-4-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:02:43,368 INFO [utils.py:562] [TEST_NET-beam_size_4_blank_penalty_2.0] %WER 8.81% [36627 / 415746, 3892 ins, 7732 del, 25003 sub ] +2023-06-15 11:02:44,713 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-4-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:02:44,717 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +beam_size_4_blank_penalty_2.0 8.81 best for TEST_NET + +2023-06-15 11:02:54,221 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-15 11:03:07,981 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.0809, 3.3829, 2.4716, 4.2258], device='cuda:0') +2023-06-15 11:05:22,695 INFO [decode.py:581] batch 20/?, cuts processed until now is 2345 +2023-06-15 11:07:55,098 INFO [decode.py:581] batch 40/?, cuts processed until now is 4929 +2023-06-15 11:10:00,446 INFO [decode.py:581] batch 60/?, cuts processed until now is 7955 +2023-06-15 11:10:30,188 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-4-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:10:30,445 INFO [utils.py:562] [TEST_MEETING-beam_size_4_blank_penalty_2.0] %WER 13.67% [30121 / 220385, 3284 ins, 12079 del, 14758 sub ] +2023-06-15 11:10:31,135 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-4-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:10:31,138 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +beam_size_4_blank_penalty_2.0 13.67 best for TEST_MEETING + +2023-06-15 11:10:31,138 INFO [decode.py:849] Done! diff --git a/logs/modified_beam_search/log-decode-epoch-5-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-11-10-35 b/logs/modified_beam_search/log-decode-epoch-5-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-11-10-35 new file mode 100644 index 0000000000000000000000000000000000000000..33df8a6b9a1db5a190a28dd412d826225d3a1cfb --- /dev/null +++ b/logs/modified_beam_search/log-decode-epoch-5-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-11-10-35 @@ -0,0 +1,62 @@ +2023-06-15 11:10:35,954 INFO [decode.py:685] Decoding started +2023-06-15 11:10:35,955 INFO [decode.py:691] Device: cuda:0 +2023-06-15 11:10:37,605 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-15 11:10:37,849 INFO [decode.py:702] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'zipformer_wenetspeech', 'icefall-git-sha1': '28d3f6d-dirty', 'icefall-git-date': 'Thu Jun 15 10:30:34 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 5, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'modified_beam_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/modified_beam_search'), 'suffix': 'epoch-5-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-15 11:10:37,850 INFO [decode.py:704] About to create model +2023-06-15 11:10:38,526 INFO [decode.py:771] Calculating the averaged model over epoch range from 4 (excluded) to 5 +2023-06-15 11:10:49,584 INFO [decode.py:802] Number of model parameters: 75879898 +2023-06-15 11:10:49,585 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-15 11:10:49,600 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-15 11:10:50,155 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-15 11:10:50,156 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-15 11:10:50,158 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 11:10:50,208 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 11:10:50,725 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-15 11:10:50,733 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 11:11:00,637 INFO [decode.py:581] batch 0/?, cuts processed until now is 130 +2023-06-15 11:13:34,377 INFO [decode.py:581] batch 20/?, cuts processed until now is 3192 +2023-06-15 11:14:04,088 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.3729, 2.8987, 3.9559, 4.0580], device='cuda:0') +2023-06-15 11:16:06,816 INFO [decode.py:581] batch 40/?, cuts processed until now is 6421 +2023-06-15 11:18:39,438 INFO [decode.py:581] batch 60/?, cuts processed until now is 10176 +2023-06-15 11:20:39,081 INFO [decode.py:581] batch 80/?, cuts processed until now is 13727 +2023-06-15 11:20:46,228 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-DEV-beam_size_4_blank_penalty_2.0-epoch-5-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:20:46,604 INFO [utils.py:562] [DEV-beam_size_4_blank_penalty_2.0] %WER 7.68% [25394 / 330498, 2700 ins, 9917 del, 12777 sub ] +2023-06-15 11:20:47,617 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-DEV-beam_size_4_blank_penalty_2.0-epoch-5-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:20:47,621 INFO [decode.py:626] +For DEV, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.68 best for DEV + +2023-06-15 11:20:47,911 WARNING [decode.py:811] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 11:20:56,952 INFO [decode.py:581] batch 0/?, cuts processed until now is 146 +2023-06-15 11:23:18,668 INFO [decode.py:581] batch 20/?, cuts processed until now is 4116 +2023-06-15 11:24:17,463 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.2145, 3.2727, 2.1439, 3.3618], device='cuda:0') +2023-06-15 11:25:46,620 INFO [decode.py:581] batch 40/?, cuts processed until now is 8601 +2023-06-15 11:28:12,903 INFO [decode.py:581] batch 60/?, cuts processed until now is 14082 +2023-06-15 11:30:36,727 INFO [decode.py:581] batch 80/?, cuts processed until now is 18750 +2023-06-15 11:31:22,516 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.2437, 1.5504, 1.1034, 1.5311, 1.6075, 1.5702, 1.5321, 1.5561], + device='cuda:0') +2023-06-15 11:31:28,577 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.5481, 1.7845, 1.9991, 2.0549], device='cuda:0') +2023-06-15 11:32:23,606 INFO [decode.py:581] batch 100/?, cuts processed until now is 24487 +2023-06-15 11:32:38,675 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-5-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:32:39,182 INFO [utils.py:562] [TEST_NET-beam_size_4_blank_penalty_2.0] %WER 8.41% [34955 / 415746, 3767 ins, 7849 del, 23339 sub ] +2023-06-15 11:32:40,522 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-5-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:32:40,526 INFO [decode.py:626] +For TEST_NET, WER of different settings are: +beam_size_4_blank_penalty_2.0 8.41 best for TEST_NET + +2023-06-15 11:32:49,972 INFO [decode.py:581] batch 0/?, cuts processed until now is 93 +2023-06-15 11:34:04,541 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.2329, 2.8619, 2.2066, 2.7164, 3.0813, 2.0707, 3.0810, 2.7717], + device='cuda:0') +2023-06-15 11:35:18,846 INFO [decode.py:581] batch 20/?, cuts processed until now is 2345 +2023-06-15 11:37:08,297 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.6514, 3.2670, 3.0073, 2.9856, 3.1906, 3.0949, 3.2590, 3.3916], + device='cuda:0') +2023-06-15 11:37:55,923 INFO [decode.py:581] batch 40/?, cuts processed until now is 4929 +2023-06-15 11:39:57,394 INFO [decode.py:581] batch 60/?, cuts processed until now is 7955 +2023-06-15 11:40:27,194 INFO [decode.py:597] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-5-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:40:27,444 INFO [utils.py:562] [TEST_MEETING-beam_size_4_blank_penalty_2.0] %WER 13.27% [29256 / 220385, 3007 ins, 12590 del, 13659 sub ] +2023-06-15 11:40:28,131 INFO [decode.py:610] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-5-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:40:28,134 INFO [decode.py:626] +For TEST_MEETING, WER of different settings are: +beam_size_4_blank_penalty_2.0 13.27 best for TEST_MEETING + +2023-06-15 11:40:28,135 INFO [decode.py:849] Done! diff --git a/logs/modified_beam_search/log-decode-epoch-6-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-11-40-32 b/logs/modified_beam_search/log-decode-epoch-6-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-11-40-32 new file mode 100644 index 0000000000000000000000000000000000000000..6771153ecc2608df49e100506f8279be366b9b19 --- /dev/null +++ b/logs/modified_beam_search/log-decode-epoch-6-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-11-40-32 @@ -0,0 +1,58 @@ +2023-06-15 11:40:32,789 INFO [decode.py:661] Decoding started +2023-06-15 11:40:32,789 INFO [decode.py:667] Device: cuda:0 +2023-06-15 11:40:34,355 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-15 11:40:34,616 INFO [decode.py:678] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'zipformer_wenetspeech', 'icefall-git-sha1': '28d3f6d-dirty', 'icefall-git-date': 'Thu Jun 15 10:30:34 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 6, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'modified_beam_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/modified_beam_search'), 'suffix': 'epoch-6-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-15 11:40:34,616 INFO [decode.py:680] About to create model +2023-06-15 11:40:35,276 INFO [decode.py:747] Calculating the averaged model over epoch range from 5 (excluded) to 6 +2023-06-15 11:40:45,498 INFO [decode.py:778] Number of model parameters: 75879898 +2023-06-15 11:40:45,498 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-15 11:40:45,515 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-15 11:40:46,070 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-15 11:40:46,071 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-15 11:40:46,083 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 11:40:46,134 WARNING [decode.py:787] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 11:40:46,652 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-15 11:40:46,659 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 11:40:56,593 INFO [decode.py:557] batch 0/?, cuts processed until now is 130 +2023-06-15 11:43:30,433 INFO [decode.py:557] batch 20/?, cuts processed until now is 3192 +2023-06-15 11:46:03,811 INFO [decode.py:557] batch 40/?, cuts processed until now is 6421 +2023-06-15 11:48:32,741 INFO [decode.py:557] batch 60/?, cuts processed until now is 10176 +2023-06-15 11:50:34,863 INFO [decode.py:557] batch 80/?, cuts processed until now is 13727 +2023-06-15 11:50:43,316 INFO [decode.py:573] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-DEV-beam_size_4_blank_penalty_2.0-epoch-6-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:50:43,710 INFO [utils.py:562] [DEV-beam_size_4_blank_penalty_2.0] %WER 7.62% [25198 / 330498, 2645 ins, 10239 del, 12314 sub ] +2023-06-15 11:50:44,735 INFO [decode.py:586] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-DEV-beam_size_4_blank_penalty_2.0-epoch-6-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 11:50:44,738 INFO [decode.py:602] +For DEV, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.62 best for DEV + +2023-06-15 11:50:45,004 WARNING [decode.py:787] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 11:50:54,313 INFO [decode.py:557] batch 0/?, cuts processed until now is 146 +2023-06-15 11:53:13,713 INFO [decode.py:557] batch 20/?, cuts processed until now is 4116 +2023-06-15 11:54:55,405 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.0992, 2.4837, 2.1656, 2.6700, 3.0641, 3.2619, 3.1530, 2.6695], + device='cuda:0') +2023-06-15 11:55:38,606 INFO [decode.py:557] batch 40/?, cuts processed until now is 8601 +2023-06-15 11:55:44,356 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.7238, 3.2068, 1.8849, 1.8835], device='cuda:0') +2023-06-15 11:57:59,597 INFO [decode.py:557] batch 60/?, cuts processed until now is 14082 +2023-06-15 12:00:22,741 INFO [decode.py:557] batch 80/?, cuts processed until now is 18750 +2023-06-15 12:01:02,708 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.1849, 1.6059, 2.4053, 2.4054], device='cuda:0') +2023-06-15 12:02:09,686 INFO [decode.py:557] batch 100/?, cuts processed until now is 24487 +2023-06-15 12:02:24,637 INFO [decode.py:573] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-6-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:02:25,145 INFO [utils.py:562] [TEST_NET-beam_size_4_blank_penalty_2.0] %WER 8.14% [33828 / 415746, 3611 ins, 8022 del, 22195 sub ] +2023-06-15 12:02:26,497 INFO [decode.py:586] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-6-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:02:26,500 INFO [decode.py:602] +For TEST_NET, WER of different settings are: +beam_size_4_blank_penalty_2.0 8.14 best for TEST_NET + +2023-06-15 12:02:35,913 INFO [decode.py:557] batch 0/?, cuts processed until now is 93 +2023-06-15 12:05:03,600 INFO [decode.py:557] batch 20/?, cuts processed until now is 2345 +2023-06-15 12:07:35,564 INFO [decode.py:557] batch 40/?, cuts processed until now is 4929 +2023-06-15 12:07:43,131 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.8584, 3.2715, 4.4633, 4.5427], device='cuda:0') +2023-06-15 12:09:40,941 INFO [decode.py:557] batch 60/?, cuts processed until now is 7955 +2023-06-15 12:10:10,608 INFO [decode.py:573] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-6-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:10:10,874 INFO [utils.py:562] [TEST_MEETING-beam_size_4_blank_penalty_2.0] %WER 13.06% [28790 / 220385, 2961 ins, 13112 del, 12717 sub ] +2023-06-15 12:10:11,576 INFO [decode.py:586] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-6-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:10:11,580 INFO [decode.py:602] +For TEST_MEETING, WER of different settings are: +beam_size_4_blank_penalty_2.0 13.06 best for TEST_MEETING + +2023-06-15 12:10:11,580 INFO [decode.py:825] Done! diff --git a/logs/modified_beam_search/log-decode-epoch-7-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-12-10-16 b/logs/modified_beam_search/log-decode-epoch-7-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-12-10-16 new file mode 100644 index 0000000000000000000000000000000000000000..2f73a4ee5c46081967a0d7132587a71fc3ab837b --- /dev/null +++ b/logs/modified_beam_search/log-decode-epoch-7-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-12-10-16 @@ -0,0 +1,59 @@ +2023-06-15 12:10:16,629 INFO [decode.py:639] Decoding started +2023-06-15 12:10:16,629 INFO [decode.py:645] Device: cuda:0 +2023-06-15 12:10:18,239 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-15 12:10:18,519 INFO [decode.py:656] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'zipformer_wenetspeech', 'icefall-git-sha1': '28d3f6d-dirty', 'icefall-git-date': 'Thu Jun 15 10:30:34 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 7, 'iter': 0, 'avg': 2, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'modified_beam_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/modified_beam_search'), 'suffix': 'epoch-7-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-15 12:10:18,520 INFO [decode.py:658] About to create model +2023-06-15 12:10:19,193 INFO [decode.py:725] Calculating the averaged model over epoch range from 5 (excluded) to 7 +2023-06-15 12:10:30,004 INFO [decode.py:756] Number of model parameters: 75879898 +2023-06-15 12:10:30,004 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-15 12:10:30,020 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-15 12:10:30,574 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-15 12:10:30,576 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-15 12:10:30,587 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 12:10:30,637 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 12:10:31,143 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-15 12:10:31,150 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 12:10:41,058 INFO [decode.py:536] batch 0/?, cuts processed until now is 130 +2023-06-15 12:10:55,955 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.2583, 3.4079, 2.0199, 3.3957], device='cuda:0') +2023-06-15 12:13:15,062 INFO [decode.py:536] batch 20/?, cuts processed until now is 3192 +2023-06-15 12:15:47,028 INFO [decode.py:536] batch 40/?, cuts processed until now is 6421 +2023-06-15 12:18:15,143 INFO [decode.py:536] batch 60/?, cuts processed until now is 10176 +2023-06-15 12:20:14,046 INFO [decode.py:536] batch 80/?, cuts processed until now is 13727 +2023-06-15 12:20:21,032 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-DEV-beam_size_4_blank_penalty_2.0-epoch-7-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:20:21,403 INFO [utils.py:562] [DEV-beam_size_4_blank_penalty_2.0] %WER 7.53% [24873 / 330498, 2746 ins, 9916 del, 12211 sub ] +2023-06-15 12:20:22,506 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-DEV-beam_size_4_blank_penalty_2.0-epoch-7-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:20:22,509 INFO [decode.py:581] +For DEV, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.53 best for DEV + +2023-06-15 12:20:22,773 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 12:20:31,780 INFO [decode.py:536] batch 0/?, cuts processed until now is 146 +2023-06-15 12:22:54,522 INFO [decode.py:536] batch 20/?, cuts processed until now is 4116 +2023-06-15 12:24:35,466 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.0978, 2.5106, 2.1945, 2.6847, 3.0639, 3.2575, 3.1571, 2.6929], + device='cuda:0') +2023-06-15 12:25:18,081 INFO [decode.py:536] batch 40/?, cuts processed until now is 8601 +2023-06-15 12:27:38,305 INFO [decode.py:536] batch 60/?, cuts processed until now is 14082 +2023-06-15 12:28:44,286 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.2670, 3.1555, 2.0989, 3.2165], device='cuda:0') +2023-06-15 12:30:00,832 INFO [decode.py:536] batch 80/?, cuts processed until now is 18750 +2023-06-15 12:31:46,788 INFO [decode.py:536] batch 100/?, cuts processed until now is 24487 +2023-06-15 12:32:01,722 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-7-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:32:02,229 INFO [utils.py:562] [TEST_NET-beam_size_4_blank_penalty_2.0] %WER 8.01% [33322 / 415746, 3818 ins, 7653 del, 21851 sub ] +2023-06-15 12:32:03,582 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-7-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:32:03,584 INFO [decode.py:581] +For TEST_NET, WER of different settings are: +beam_size_4_blank_penalty_2.0 8.01 best for TEST_NET + +2023-06-15 12:32:13,008 INFO [decode.py:536] batch 0/?, cuts processed until now is 93 +2023-06-15 12:34:40,332 INFO [decode.py:536] batch 20/?, cuts processed until now is 2345 +2023-06-15 12:37:09,995 INFO [decode.py:536] batch 40/?, cuts processed until now is 4929 +2023-06-15 12:38:18,064 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.9864, 2.7796, 2.7086, 2.6741, 2.9609, 2.1070, 3.1025, 2.9917], + device='cuda:0') +2023-06-15 12:39:09,598 INFO [decode.py:536] batch 60/?, cuts processed until now is 7955 +2023-06-15 12:39:38,991 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-7-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:39:39,242 INFO [utils.py:562] [TEST_MEETING-beam_size_4_blank_penalty_2.0] %WER 12.87% [28359 / 220385, 3116 ins, 12786 del, 12457 sub ] +2023-06-15 12:39:39,927 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-7-avg-2-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:39:39,930 INFO [decode.py:581] +For TEST_MEETING, WER of different settings are: +beam_size_4_blank_penalty_2.0 12.87 best for TEST_MEETING + +2023-06-15 12:39:39,930 INFO [decode.py:803] Done! diff --git a/logs/modified_beam_search/log-decode-epoch-8-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-12-39-44 b/logs/modified_beam_search/log-decode-epoch-8-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-12-39-44 new file mode 100644 index 0000000000000000000000000000000000000000..b16cd57559236fbe5d508364f6cb95f683af4fbf --- /dev/null +++ b/logs/modified_beam_search/log-decode-epoch-8-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-12-39-44 @@ -0,0 +1,58 @@ +2023-06-15 12:39:44,844 INFO [decode.py:639] Decoding started +2023-06-15 12:39:44,845 INFO [decode.py:645] Device: cuda:0 +2023-06-15 12:39:46,440 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-15 12:39:46,678 INFO [decode.py:656] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'zipformer_wenetspeech', 'icefall-git-sha1': '28d3f6d-dirty', 'icefall-git-date': 'Thu Jun 15 10:30:34 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 8, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'modified_beam_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/modified_beam_search'), 'suffix': 'epoch-8-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-15 12:39:46,678 INFO [decode.py:658] About to create model +2023-06-15 12:39:47,326 INFO [decode.py:725] Calculating the averaged model over epoch range from 7 (excluded) to 8 +2023-06-15 12:39:58,125 INFO [decode.py:756] Number of model parameters: 75879898 +2023-06-15 12:39:58,125 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-15 12:39:58,143 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-15 12:39:58,707 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-15 12:39:58,708 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-15 12:39:58,719 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 12:39:58,770 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 12:39:59,278 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-15 12:39:59,279 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 12:40:09,240 INFO [decode.py:536] batch 0/?, cuts processed until now is 130 +2023-06-15 12:40:17,255 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.6101, 4.4056, 4.2379, 4.7349], device='cuda:0') +2023-06-15 12:42:44,309 INFO [decode.py:536] batch 20/?, cuts processed until now is 3192 +2023-06-15 12:45:17,777 INFO [decode.py:536] batch 40/?, cuts processed until now is 6421 +2023-06-15 12:47:48,013 INFO [decode.py:536] batch 60/?, cuts processed until now is 10176 +2023-06-15 12:48:09,944 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([5.2374, 5.3746, 2.7590, 4.9693], device='cuda:0') +2023-06-15 12:49:46,985 INFO [decode.py:536] batch 80/?, cuts processed until now is 13727 +2023-06-15 12:49:54,172 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-DEV-beam_size_4_blank_penalty_2.0-epoch-8-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:49:54,548 INFO [utils.py:562] [DEV-beam_size_4_blank_penalty_2.0] %WER 7.61% [25144 / 330498, 2599 ins, 10733 del, 11812 sub ] +2023-06-15 12:49:55,559 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-DEV-beam_size_4_blank_penalty_2.0-epoch-8-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 12:49:55,563 INFO [decode.py:581] +For DEV, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.61 best for DEV + +2023-06-15 12:49:55,831 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 12:50:04,993 INFO [decode.py:536] batch 0/?, cuts processed until now is 146 +2023-06-15 12:51:11,560 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([3.3251, 3.8993, 4.3746, 4.3445], device='cuda:0') +2023-06-15 12:52:24,472 INFO [decode.py:536] batch 20/?, cuts processed until now is 4116 +2023-06-15 12:54:49,437 INFO [decode.py:536] batch 40/?, cuts processed until now is 8601 +2023-06-15 12:57:10,543 INFO [decode.py:536] batch 60/?, cuts processed until now is 14082 +2023-06-15 12:57:58,779 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.5411, 3.2645, 2.4807, 4.0553], device='cuda:0') +2023-06-15 12:59:38,174 INFO [decode.py:536] batch 80/?, cuts processed until now is 18750 +2023-06-15 13:01:11,325 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.3225, 3.1490, 2.1981, 3.2062], device='cuda:0') +2023-06-15 13:01:24,973 INFO [decode.py:536] batch 100/?, cuts processed until now is 24487 +2023-06-15 13:01:40,064 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-8-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:01:40,568 INFO [utils.py:562] [TEST_NET-beam_size_4_blank_penalty_2.0] %WER 7.81% [32451 / 415746, 3431 ins, 8201 del, 20819 sub ] +2023-06-15 13:01:41,924 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-8-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:01:41,927 INFO [decode.py:581] +For TEST_NET, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.81 best for TEST_NET + +2023-06-15 13:01:51,351 INFO [decode.py:536] batch 0/?, cuts processed until now is 93 +2023-06-15 13:04:19,505 INFO [decode.py:536] batch 20/?, cuts processed until now is 2345 +2023-06-15 13:06:50,459 INFO [decode.py:536] batch 40/?, cuts processed until now is 4929 +2023-06-15 13:08:52,016 INFO [decode.py:536] batch 60/?, cuts processed until now is 7955 +2023-06-15 13:09:21,777 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-8-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:09:22,028 INFO [utils.py:562] [TEST_MEETING-beam_size_4_blank_penalty_2.0] %WER 12.88% [28394 / 220385, 2759 ins, 13858 del, 11777 sub ] +2023-06-15 13:09:22,719 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-8-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:09:22,722 INFO [decode.py:581] +For TEST_MEETING, WER of different settings are: +beam_size_4_blank_penalty_2.0 12.88 best for TEST_MEETING + +2023-06-15 13:09:22,722 INFO [decode.py:801] Done! diff --git a/logs/modified_beam_search/log-decode-epoch-9-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-13-09-27 b/logs/modified_beam_search/log-decode-epoch-9-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-13-09-27 new file mode 100644 index 0000000000000000000000000000000000000000..62336a5fd3691fba04142c76a7f97e3cfbe28c89 --- /dev/null +++ b/logs/modified_beam_search/log-decode-epoch-9-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model-2023-06-15-13-09-27 @@ -0,0 +1,59 @@ +2023-06-15 13:09:27,557 INFO [decode.py:639] Decoding started +2023-06-15 13:09:27,557 INFO [decode.py:645] Device: cuda:0 +2023-06-15 13:09:29,227 INFO [lexicon.py:168] Loading pre-compiled data/lang_char/Linv.pt +2023-06-15 13:09:29,465 INFO [decode.py:656] {'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, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'warm_step': 2000, 'env_info': {'k2-version': '1.24.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'c51a0b9684442a88ee37f3ce0af686a04b66855b', 'k2-git-date': 'Mon May 1 21:38:03 2023', 'lhotse-version': '1.14.0.dev+git.0f812851.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'zipformer_wenetspeech', 'icefall-git-sha1': '28d3f6d-dirty', 'icefall-git-date': 'Thu Jun 15 10:30:34 2023', 'icefall-path': '/star-kw/kangwei/code/icefall_wenetspeech', 'k2-path': '/ceph-hw/kangwei/code/k2_release/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-hw/kangwei/dev_tools/anaconda3/envs/rnnt2/lib/python3.8/site-packages/lhotse-1.14.0.dev0+git.0f812851.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-10-0221105906-5745685d6b-t8zzx', 'IP address': '10.177.57.19'}, 'epoch': 9, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('zipformer/exp_L_context_2'), 'lang_dir': PosixPath('data/lang_char'), 'decoding_method': 'modified_beam_search', 'beam_size': 4, 'beam': 20.0, 'ngram_lm_scale': 0.01, 'max_contexts': 8, 'max_states': 64, 'context_size': 2, 'max_sym_per_frame': 1, 'num_paths': 200, 'nbest_scale': 0.5, 'blank_penalty': 2.0, 'num_encoder_layers': '2,2,3,4,3,2', 'downsampling_factor': '1,2,4,8,4,2', 'feedforward_dim': '512,768,1024,1536,1024,768', 'num_heads': '4,4,4,8,4,4', 'encoder_dim': '192,256,384,512,384,256', 'query_head_dim': '32', 'value_head_dim': '12', 'pos_head_dim': '4', 'pos_dim': 48, 'encoder_unmasked_dim': '192,192,256,256,256,192', 'cnn_module_kernel': '31,31,15,15,15,31', 'decoder_dim': 512, 'joiner_dim': 512, 'causal': False, 'chunk_size': '16,32,64,-1', 'left_context_frames': '64,128,256,-1', 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 1000, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('zipformer/exp_L_context_2/modified_beam_search'), 'suffix': 'epoch-9-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model', 'blank_id': 0, 'vocab_size': 5537} +2023-06-15 13:09:29,465 INFO [decode.py:658] About to create model +2023-06-15 13:09:30,113 INFO [decode.py:725] Calculating the averaged model over epoch range from 8 (excluded) to 9 +2023-06-15 13:09:41,130 INFO [decode.py:756] Number of model parameters: 75879898 +2023-06-15 13:09:41,130 INFO [asr_datamodule.py:398] About to get dev cuts +2023-06-15 13:09:41,146 INFO [asr_datamodule.py:336] About to create dev dataset +2023-06-15 13:09:41,698 INFO [asr_datamodule.py:354] About to create dev dataloader +2023-06-15 13:09:41,699 INFO [asr_datamodule.py:403] About to get TEST_NET cuts +2023-06-15 13:09:41,709 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 13:09:41,760 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 13:09:42,275 INFO [asr_datamodule.py:408] About to get TEST_MEETING cuts +2023-06-15 13:09:42,277 INFO [asr_datamodule.py:367] About to create test dataset +2023-06-15 13:09:52,288 INFO [decode.py:536] batch 0/?, cuts processed until now is 130 +2023-06-15 13:12:28,315 INFO [decode.py:536] batch 20/?, cuts processed until now is 3192 +2023-06-15 13:15:04,576 INFO [decode.py:536] batch 40/?, cuts processed until now is 6421 +2023-06-15 13:17:33,455 INFO [decode.py:536] batch 60/?, cuts processed until now is 10176 +2023-06-15 13:17:33,731 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.8087, 2.6136, 2.2464, 3.2312], device='cuda:0') +2023-06-15 13:18:17,709 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([1.9856, 2.6912, 2.1527, 2.7710, 2.6848, 1.9719, 2.9482, 2.6265], + device='cuda:0') +2023-06-15 13:19:31,870 INFO [decode.py:536] batch 80/?, cuts processed until now is 13727 +2023-06-15 13:19:39,249 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-DEV-beam_size_4_blank_penalty_2.0-epoch-9-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:19:39,624 INFO [utils.py:562] [DEV-beam_size_4_blank_penalty_2.0] %WER 7.50% [24795 / 330498, 2624 ins, 10605 del, 11566 sub ] +2023-06-15 13:19:40,642 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-DEV-beam_size_4_blank_penalty_2.0-epoch-9-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:19:40,647 INFO [decode.py:581] +For DEV, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.5 best for DEV + +2023-06-15 13:19:40,899 WARNING [decode.py:765] Exclude cut with ID TEST_NET_Y0000000004_0ub4ZzdHzBc_S00023 from decoding, num_frames : 8. +2023-06-15 13:19:50,107 INFO [decode.py:536] batch 0/?, cuts processed until now is 146 +2023-06-15 13:22:09,436 INFO [decode.py:536] batch 20/?, cuts processed until now is 4116 +2023-06-15 13:24:35,138 INFO [decode.py:536] batch 40/?, cuts processed until now is 8601 +2023-06-15 13:26:55,366 INFO [decode.py:536] batch 60/?, cuts processed until now is 14082 +2023-06-15 13:26:55,691 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.8898, 3.6484, 3.3869, 4.7282], device='cuda:0') +2023-06-15 13:29:17,771 INFO [decode.py:536] batch 80/?, cuts processed until now is 18750 +2023-06-15 13:31:05,058 INFO [decode.py:536] batch 100/?, cuts processed until now is 24487 +2023-06-15 13:31:23,010 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-9-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:31:23,523 INFO [utils.py:562] [TEST_NET-beam_size_4_blank_penalty_2.0] %WER 7.71% [32038 / 415746, 3471 ins, 8161 del, 20406 sub ] +2023-06-15 13:31:24,857 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_NET-beam_size_4_blank_penalty_2.0-epoch-9-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:31:24,860 INFO [decode.py:581] +For TEST_NET, WER of different settings are: +beam_size_4_blank_penalty_2.0 7.71 best for TEST_NET + +2023-06-15 13:31:34,272 INFO [decode.py:536] batch 0/?, cuts processed until now is 93 +2023-06-15 13:34:07,575 INFO [decode.py:536] batch 20/?, cuts processed until now is 2345 +2023-06-15 13:35:30,700 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([4.5995, 4.1181, 4.4951, 3.3808], device='cuda:0') +2023-06-15 13:36:39,703 INFO [decode.py:536] batch 40/?, cuts processed until now is 4929 +2023-06-15 13:38:28,709 INFO [zipformer.py:1728] name=None, attn_weights_entropy = tensor([2.1314, 3.3682, 2.4949, 4.0491], device='cuda:0') +2023-06-15 13:38:47,390 INFO [decode.py:536] batch 60/?, cuts processed until now is 7955 +2023-06-15 13:39:17,120 INFO [decode.py:552] The transcripts are stored in zipformer/exp_L_context_2/modified_beam_search/recogs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-9-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:39:17,372 INFO [utils.py:562] [TEST_MEETING-beam_size_4_blank_penalty_2.0] %WER 12.77% [28142 / 220385, 2870 ins, 13541 del, 11731 sub ] +2023-06-15 13:39:18,059 INFO [decode.py:565] Wrote detailed error stats to zipformer/exp_L_context_2/modified_beam_search/errs-TEST_MEETING-beam_size_4_blank_penalty_2.0-epoch-9-avg-1-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt +2023-06-15 13:39:18,062 INFO [decode.py:581] +For TEST_MEETING, WER of different settings are: +beam_size_4_blank_penalty_2.0 12.77 best for TEST_MEETING + +2023-06-15 13:39:18,062 INFO [decode.py:801] Done! diff --git a/logs/modified_beam_search/recogs-AISHELL-beam_size_4_blank_penalty_2.0-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt b/logs/modified_beam_search/recogs-AISHELL-beam_size_4_blank_penalty_2.0-epoch-12-avg-4-modified_beam_search-beam-size-4-blank-penalty-2.0-use-averaged-model.txt new file mode 100644 index 0000000000000000000000000000000000000000..0810e73bf867bc03be38109fdd7775f1616a5dcc --- /dev/null +++ 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+K2_ROOT=/ceph-hw/kangwei/code/k2_release/k2 +ICEFALL=/star-kw/kangwei/code/icefall_wenetspeech + +export PYTHONPATH=$K2_ROOT/k2/python:$PYTHONPATH +export PYTHONPATH=$K2_ROOT/build/lib:$PYTHONPATH +export PYTHONPATH=$ICEFALL:$PYTHONPATH + +./zipformer/onnx_check.py \ + --jit-filename zipformer/exp_L_context_2/jit_script.pt \ + --onnx-encoder-filename zipformer/exp_L_context_2/encoder-epoch-12-avg-4.onnx \ + --onnx-decoder-filename zipformer/exp_L_context_2/decoder-epoch-12-avg-4.onnx \ + --onnx-joiner-filename zipformer/exp_L_context_2/joiner-epoch-12-avg-4.onnx + +./zipformer/onnx_decode.py \ + --exp-dir zipformer/exp_L_context_2 \ + --encoder-model-filename zipformer/exp_L_context_2/encoder-epoch-12-avg-4.onnx \ + --decoder-model-filename zipformer/exp_L_context_2/decoder-epoch-12-avg-4.onnx \ + --joiner-model-filename zipformer/exp_L_context_2/joiner-epoch-12-avg-4.onnx \ + --tokens data/lang_char/tokens.txt diff --git a/scripts/export.sh b/scripts/export.sh new file mode 100755 index 0000000000000000000000000000000000000000..cc7b6c6d9011f970c733ef498a730188ba03e529 --- /dev/null +++ b/scripts/export.sh @@ -0,0 +1,33 @@ +#!/usr/bin/env bash + +set -x + +K2_ROOT=/ceph-hw/kangwei/code/k2_release/k2 +ICEFALL=/star-kw/kangwei/code/icefall_wenetspeech + +export PYTHONPATH=$K2_ROOT/k2/python:$PYTHONPATH +export PYTHONPATH=$K2_ROOT/build/lib:$PYTHONPATH +export PYTHONPATH=$ICEFALL:$PYTHONPATH + +export CUDA_VISIBLE_DEVICES="" +export PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python + +./zipformer/export-onnx.py \ + --exp-dir zipformer/exp_L_context_2 \ + --epoch 12 \ + --avg 4 \ + --causal 0 + +./zipformer/export.py \ + --exp-dir zipformer/exp_L_context_2 \ + --epoch 12 \ + --causal 0 \ + --avg 4 + +./zipformer/export.py \ + --exp-dir zipformer/exp_L_context_2 \ + --epoch 12 \ + --avg 4 \ + --causal 0 \ + --jit 1 + diff --git a/scripts/pretrain.sh b/scripts/pretrain.sh new file mode 100755 index 0000000000000000000000000000000000000000..989b310aa0d7b9bfca79916ef9016ca5d749f9b6 --- /dev/null +++ b/scripts/pretrain.sh @@ -0,0 +1,37 @@ +#!/usr/bin/env bash + +set -x + +K2_ROOT=/ceph-hw/kangwei/code/k2_release/k2 +ICEFALL=/star-kw/kangwei/code/icefall_wenetspeech + +export PYTHONPATH=$K2_ROOT/k2/python:$PYTHONPATH +export PYTHONPATH=$K2_ROOT/build/lib:$PYTHONPATH +export PYTHONPATH=$ICEFALL:$PYTHONPATH + +export CUDA_VISIBLE_DEVICES="4" + +./zipformer/onnx_pretrained.py \ + --encoder-model-filename zipformer/exp_L_context_2/encoder-epoch-12-avg-4.onnx \ + --decoder-model-filename zipformer/exp_L_context_2/decoder-epoch-12-avg-4.onnx \ + --joiner-model-filename zipformer/exp_L_context_2/joiner-epoch-12-avg-4.onnx \ + --tokens data/lang_char/tokens.txt \ + /ceph-kw/kangwei/code/pretrained/icefall_asr_wenetspeech_pruned_transducer_stateless2/test_wavs/DEV_T0000000000.wav \ + /ceph-kw/kangwei/code/pretrained/icefall_asr_wenetspeech_pruned_transducer_stateless2/test_wavs/DEV_T0000000001.wav \ + /ceph-kw/kangwei/code/pretrained/icefall_asr_wenetspeech_pruned_transducer_stateless2/test_wavs/DEV_T0000000002.wav + + +./zipformer/jit_pretrained.py \ + --nn-model-filename ./zipformer/exp_L_context_2/jit_script.pt \ + /ceph-kw/kangwei/code/pretrained/icefall_asr_wenetspeech_pruned_transducer_stateless2/test_wavs/DEV_T0000000000.wav \ + /ceph-kw/kangwei/code/pretrained/icefall_asr_wenetspeech_pruned_transducer_stateless2/test_wavs/DEV_T0000000001.wav \ + /ceph-kw/kangwei/code/pretrained/icefall_asr_wenetspeech_pruned_transducer_stateless2/test_wavs/DEV_T0000000002.wav + + +./zipformer/pretrained.py \ + --checkpoint zipformer/exp_L_context_2/pretrained.pt \ + --method greedy_search \ + /ceph-kw/kangwei/code/pretrained/icefall_asr_wenetspeech_pruned_transducer_stateless2/test_wavs/DEV_T0000000000.wav \ + 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