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export model

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游雁 2023-02-14 10:12:50 +08:00
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funasr/runtime/python/onnxruntime/paraformer/rapid_paraformer/README.md
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@ -20,7 +20,7 @@ cd funasr/runtime/python/onnxruntime/paraformer/rapid_paraformer
pip install -r requirements.txt pip install -r requirements.txt
``` ```
3. Export the model. 3. Export the model.
- Export your model([docs](https://github.com/alibaba-damo-academy/FunASR/tree/main/funasr/export)), or [Download Link](https://swap.oss-cn-hangzhou.aliyuncs.com/zhifu.gzf/export/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/model.onnx?OSSAccessKeyId=LTAI4FxMqzhBUx5XD4mKs296&Expires=2036094510&Signature=agmtMkxLEviGg3Rt3gOO4PvfrJY%3D) - Export your model([docs](https://github.com/alibaba-damo-academy/FunASR/tree/main/funasr/export))
4. Run the demo. 4. Run the demo.
- Model_dir: the model path, which contains `model.onnx`, `config.yaml`, `am.mvn`. - Model_dir: the model path, which contains `model.onnx`, `config.yaml`, `am.mvn`.
@ -39,5 +39,16 @@ cd funasr/runtime/python/onnxruntime/paraformer/rapid_paraformer
print(result) print(result)
``` ```
## Speed
Environment：Intel(R) Xeon(R) Platinum 8163 CPU @ 2.50GHz
Test [wav](https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav)
| Backend | RTF |
|:-------:|:-------:|
| Pytorch | 0.110 |
| Onnx | 0.0386 |
## Acknowledge ## Acknowledge
1. We acknowledge [SWHL](https://github.com/RapidAI/RapidASR) for contributing the onnxruntime(python api). 1. We acknowledge [SWHL](https://github.com/RapidAI/RapidASR) for contributing the onnxruntime(python api).