From 3cd3473bf7a3b41484baa86d9092248d78e7af39 Mon Sep 17 00:00:00 2001 From: 游雁 <zhifu.gzf@alibaba-inc.com> Date: 星期五, 21 四月 2023 17:17:37 +0800 Subject: [PATCH] docs --- funasr/runtime/onnxruntime/readme.md | 122 +++++++++++++++++++++------------------- 1 files changed, 65 insertions(+), 57 deletions(-) diff --git a/funasr/runtime/onnxruntime/readme.md b/funasr/runtime/onnxruntime/readme.md index dddb46a..f7be2e0 100644 --- a/funasr/runtime/onnxruntime/readme.md +++ b/funasr/runtime/onnxruntime/readme.md @@ -1,5 +1,69 @@ +# ONNXRuntime-cpp -## Demo +## Export the model +### Install [modelscope and funasr](https://github.com/alibaba-damo-academy/FunASR#installation) + +```shell +pip3 install torch torchaudio +pip install -U modelscope +pip install -U funasr +``` + +### Export [onnx model](https://github.com/alibaba-damo-academy/FunASR/tree/main/funasr/export) + +```shell +python -m funasr.export.export_model --model-name damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch --export-dir ./export --type onnx --quantize True +``` + +## Building for Linux/Unix + +### Download onnxruntime +```shell +# download an appropriate onnxruntime from https://github.com/microsoft/onnxruntime/releases/tag/v1.14.0 +# here we get a copy of onnxruntime for linux 64 +wget https://github.com/microsoft/onnxruntime/releases/download/v1.14.0/onnxruntime-linux-x64-1.14.0.tgz +tar -zxvf onnxruntime-linux-x64-1.14.0.tgz +``` + +### Install fftw3 +```shell +sudo apt install libfftw3-dev #ubuntu +# sudo yum install fftw fftw-devel #centos +``` + +### Install openblas +```shell +sudo apt-get install libopenblas-dev #ubuntu +# sudo yum -y install openblas-devel #centos +``` + +### Build runtime +```shell +git clone https://github.com/alibaba-damo-academy/FunASR.git && cd funasr/runtime/onnxruntime +mkdir build && cd build +cmake -DCMAKE_BUILD_TYPE=release .. -DONNXRUNTIME_DIR=/path/to/onnxruntime-linux-x64-1.14.0 +make +``` + +[//]: # (### The structure of a qualified onnxruntime package.) + +[//]: # (```) + +[//]: # (onnxruntime_xxx) + +[//]: # (鈹溾攢鈹�鈹�include) + +[//]: # (鈹斺攢鈹�鈹�lib) + +[//]: # (```) + +## Building for Windows + +Ref to win/ + + +## Run the demo + ```shell tester /path/models_dir /path/wave_file quantize(true or false) ``` @@ -9,62 +73,6 @@ config.yaml, am.mvn, model.onnx(or model_quant.onnx) ``` -## Steps - -### Export onnx -#### Install [modelscope and funasr](https://github.com/alibaba-damo-academy/FunASR#installation) - -```shell -pip3 install torch torchaudio -pip install -U modelscope -pip install -U funasr -``` -#### Export [onnx model](https://github.com/alibaba-damo-academy/FunASR/tree/main/funasr/export) - -```shell -python -m funasr.export.export_model --model-name damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch --export-dir ./export --type onnx --quantize True -``` - -### Building for Linux/Unix - -#### Download onnxruntime -```shell -# download an appropriate onnxruntime from https://github.com/microsoft/onnxruntime/releases/tag/v1.14.0 -# here we get a copy of onnxruntime for linux 64 -wget https://github.com/microsoft/onnxruntime/releases/download/v1.14.0/onnxruntime-linux-x64-1.14.0.tgz -tar -zxvf onnxruntime-linux-x64-1.14.0.tgz -``` - -#### Install fftw3 -```shell -sudo apt install libfftw3-dev #ubuntu -# sudo yum install fftw fftw-devel #centos -``` - -#### Install openblas -```shell -sudo apt-get install libopenblas-dev #ubuntu -# sudo yum -y install openblas-devel #centos -``` - -#### Build runtime -```shell -git clone https://github.com/alibaba-damo-academy/FunASR.git && cd funasr/runtime/onnxruntime -mkdir build && cd build -cmake -DCMAKE_BUILD_TYPE=release .. -DONNXRUNTIME_DIR=/path/to/onnxruntime-linux-x64-1.14.0 -make -``` - -#### The structure of a qualified onnxruntime package. -``` -onnxruntime_xxx -鈹溾攢鈹�鈹�include -鈹斺攢鈹�鈹�lib -``` - -### Building for Windows - -Ref to win/ ## Acknowledge 1. This project is maintained by [FunASR community](https://github.com/alibaba-damo-academy/FunASR). -- Gitblit v1.9.1