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):
|
|
| 347 |
|
| 348 |
|
| 349 |
if __name__ == '__main__':
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 350 |
main() # noqa pylint: disable=no-value-for-parameter
|
|
|
|
| 347 |
|
| 348 |
|
| 349 |
if __name__ == '__main__':
|
| 350 |
+
import sys
|
| 351 |
+
sys.argv.extend([
|
| 352 |
+
'--config-path', '../conf/asr_eou/',
|
| 353 |
+
'--config-name', 'fastconformer_transducer_bpe_streaming_large',
|
| 354 |
+
'exp_manager.name=NeMo_Ja_FastConformer_Transducer_EOU',
|
| 355 |
+
'exp_manager.resume_if_exists=true',
|
| 356 |
+
'exp_manager.resume_ignore_no_checkpoint=true',
|
| 357 |
+
'exp_manager.exp_dir=results/',
|
| 358 |
+
'exp_manager.checkpoint_callback_params.save_top_k=1',
|
| 359 |
+
'++trainer.check_val_every_n_epoch=350',
|
| 360 |
+
'++model.encoder.conv_norm_type=layer_norm',
|
| 361 |
+
'model.tokenizer.dir=data/common_voice_11_0/ja/tokenizers/tokenizer_spe_bpe_v2491',
|
| 362 |
+
'model.train_ds.tarred_audio_filepaths=data/common_voice_11_0/ja/train_tarred_1bk/audio__OP_0..1023_CL_.tar',
|
| 363 |
+
'model.train_ds.is_tarred=true',
|
| 364 |
+
'++model.train_ds.tarred_dataset_resolve_paths=false',
|
| 365 |
+
'++model.train_ds.is_tarred_audio=true',
|
| 366 |
+
'model.train_ds.manifest_filepath=data/common_voice_11_0/ja/train_tarred_1bk/tarred_audio_manifest.json',
|
| 367 |
+
'model.validation_ds.manifest_filepath=data/common_voice_11_0/ja/validation/validation_common_voice_11_0_manifest.json',
|
| 368 |
+
'model.test_ds.manifest_filepath=data/common_voice_11_0/ja/test/test_common_voice_11_0_manifest.json',
|
| 369 |
+
'trainer.max_epochs=350',
|
| 370 |
+
'trainer.devices=1',
|
| 371 |
+
'trainer.accelerator=gpu',
|
| 372 |
+
'trainer.strategy=auto',
|
| 373 |
+
'trainer.log_every_n_steps=1',
|
| 374 |
+
'model.train_ds.batch_size=4', # Reduced batch size for transducer/EOU as it consumes more memory
|
| 375 |
+
'model.validation_ds.batch_size=4',
|
| 376 |
+
'model.test_ds.batch_size=4',
|
| 377 |
+
'model.train_ds.num_workers=0',
|
| 378 |
+
'model.validation_ds.num_workers=0',
|
| 379 |
+
'model.test_ds.num_workers=0',
|
| 380 |
+
])
|
| 381 |
main() # noqa pylint: disable=no-value-for-parameter
|