dlxj commited on
Commit
6191d3d
·
1 Parent(s): d121da6

增加必要参数

Browse files
examples/asr/asr_eou/speech_to_text_rnnt_eou_train.py CHANGED
@@ -347,4 +347,35 @@ def main(cfg):
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  if __name__ == '__main__':
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  main() # noqa pylint: disable=no-value-for-parameter
 
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  if __name__ == '__main__':
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+ import sys
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+ sys.argv.extend([
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+ '--config-path', '../conf/asr_eou/',
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+ '--config-name', 'fastconformer_transducer_bpe_streaming_large',
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+ 'exp_manager.name=NeMo_Ja_FastConformer_Transducer_EOU',
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+ 'exp_manager.resume_if_exists=true',
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+ 'exp_manager.resume_ignore_no_checkpoint=true',
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+ 'exp_manager.exp_dir=results/',
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+ 'exp_manager.checkpoint_callback_params.save_top_k=1',
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+ '++trainer.check_val_every_n_epoch=350',
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+ '++model.encoder.conv_norm_type=layer_norm',
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+ 'model.tokenizer.dir=data/common_voice_11_0/ja/tokenizers/tokenizer_spe_bpe_v2491',
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+ 'model.train_ds.tarred_audio_filepaths=data/common_voice_11_0/ja/train_tarred_1bk/audio__OP_0..1023_CL_.tar',
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+ 'model.train_ds.is_tarred=true',
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+ '++model.train_ds.tarred_dataset_resolve_paths=false',
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+ '++model.train_ds.is_tarred_audio=true',
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+ 'model.train_ds.manifest_filepath=data/common_voice_11_0/ja/train_tarred_1bk/tarred_audio_manifest.json',
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+ 'model.validation_ds.manifest_filepath=data/common_voice_11_0/ja/validation/validation_common_voice_11_0_manifest.json',
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+ 'model.test_ds.manifest_filepath=data/common_voice_11_0/ja/test/test_common_voice_11_0_manifest.json',
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+ 'trainer.max_epochs=350',
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+ 'trainer.devices=1',
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+ 'trainer.accelerator=gpu',
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+ 'trainer.strategy=auto',
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+ 'trainer.log_every_n_steps=1',
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+ 'model.train_ds.batch_size=4', # Reduced batch size for transducer/EOU as it consumes more memory
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+ 'model.validation_ds.batch_size=4',
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+ 'model.test_ds.batch_size=4',
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+ 'model.train_ds.num_workers=0',
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+ 'model.validation_ds.num_workers=0',
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+ 'model.test_ds.num_workers=0',
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+ ])
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  main() # noqa pylint: disable=no-value-for-parameter