From db496d49574fbdd33b799f8a2b59ae6362f9c7d8 Mon Sep 17 00:00:00 2001 From: 游雁 <zhifu.gzf@alibaba-inc.com> Date: 星期一, 17 四月 2023 14:34:12 +0800 Subject: [PATCH] Merge branch 'main' of github.com:alibaba-damo-academy/FunASR add --- funasr/runtime/onnxruntime/readme.md | 142 ++++++++++++++++------------------------------ 1 files changed, 50 insertions(+), 92 deletions(-) diff --git a/funasr/runtime/onnxruntime/readme.md b/funasr/runtime/onnxruntime/readme.md index fa2f276..dddb46a 100644 --- a/funasr/runtime/onnxruntime/readme.md +++ b/funasr/runtime/onnxruntime/readme.md @@ -1,114 +1,72 @@ - - -## 蹇�熶娇鐢� - -### Windows - - 瀹夎Vs2022 鎵撳紑cpp_onnx鐩綍涓嬬殑cmake宸ョ▼锛岀洿鎺� build鍗冲彲銆� 鏈粨搴撳凡缁忓噯澶囧ソ鎵�鏈夌浉鍏充緷璧栧簱銆� - - Windows涓嬪凡缁忛缃甪ftw3鍙妎nnxruntime搴� - - -### Linux -See the bottom of this page: Building Guidance - - -### 杩愯绋嬪簭 - -tester /path/to/models/dir /path/to/wave/file - - 渚嬪锛� tester /data/models /data/test.wav - -/data/models 闇�瑕佸寘鎷涓嬩袱涓枃浠讹細 model.onnx 鍜寁ocab.txt - - -## 鏀寔骞冲彴 -- Windows -- Linux/Unix - -## 渚濊禆 -- fftw3 -- openblas -- onnxruntime - -## 瀵煎嚭onnx鏍煎紡妯″瀷鏂囦欢 -瀹夎 modelscope涓嶧unASR锛屼緷璧栵細torch锛宼orchaudio锛屽畨瑁呰繃绋媅璇︾粏鍙傝�冩枃妗(https://github.com/alibaba-damo-academy/FunASR/wiki) +## Demo ```shell -pip install "modelscope[audio_asr]" -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html -git clone https://github.com/alibaba/FunASR.git && cd FunASR -pip install --editable ./ -``` -瀵煎嚭onnx妯″瀷锛孾璇﹁](https://github.com/alibaba-damo-academy/FunASR/tree/main/funasr/export)锛屽弬鑰冪ず渚嬶紝浠巑odelscope涓ā鍨嬪鍑猴細 - -``` -python -m funasr.export.export_model 'damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" true +tester /path/models_dir /path/wave_file quantize(true or false) ``` -## Building Guidance for Linux/Unix - +The structure of /path/models_dir ``` -git clone https://github.com/alibaba-damo-academy/FunASR.git && cd funasr/runtime/onnxruntime -mkdir build -cd build +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 -# ls -# onnxruntime-linux-x64-1.14.0 onnxruntime-linux-x64-1.14.0.tgz +``` -#install fftw3-dev -ubuntu: apt install libfftw3-dev -centos: yum install fftw fftw-devel +#### Install fftw3 +```shell +sudo apt install libfftw3-dev #ubuntu +# sudo yum install fftw fftw-devel #centos +``` -#install openblas -bash ./third_party/install_openblas.sh +#### Install openblas +```shell +sudo apt-get install libopenblas-dev #ubuntu +# sudo yum -y install openblas-devel #centos +``` -# build - cmake -DCMAKE_BUILD_TYPE=release .. -DONNXRUNTIME_DIR=/mnt/c/Users/ma139/RapidASR/cpp_onnx/build/onnxruntime-linux-x64-1.14.0 - make +#### 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 +``` - # then in the subfolder tester of current direcotry, you will see a program, tester - -```` - -### The structure of a qualified onnxruntime package. +#### The structure of a qualified onnxruntime package. ``` onnxruntime_xxx 鈹溾攢鈹�鈹�include 鈹斺攢鈹�鈹�lib ``` -## 绾跨▼鏁颁笌鎬ц兘鍏崇郴 +### Building for Windows -娴嬭瘯鐜Rocky Linux 8锛屼粎娴嬭瘯cpp鐗堟湰缁撴灉锛堟湭娴媝ython鐗堟湰锛夛紝@acely - -绠�杩帮細 -鍦�3鍙伴厤缃笉鍚岀殑鏈哄櫒涓婂垎鍒紪璇戝苟娴嬭瘯锛屽湪fftw鍜宱nnxruntime鐗堟湰閮界浉鍚岀殑鍓嶆彁涓嬶紝璇嗗埆鍚屼竴涓�30鍒嗛挓鐨勯煶棰戞枃浠讹紝鍒嗗埆娴嬭瘯涓嶅悓onnx绾跨▼鏁伴噺鐨勮〃鐜般�� - - - -## 娉ㄦ剰 -鏈▼搴忓彧鏀寔 閲囨牱鐜�16000hz, 浣嶆繁16bit鐨� **鍗曞０閬�** 闊抽銆� - +Ref to win/ ## Acknowledge -1. We acknowledge [mayong](https://github.com/RapidAI/RapidASR/tree/main/cpp_onnx) for contributing the onnxruntime(cpp api). -2. We borrowed a lot of code from [FastASR](https://github.com/chenkui164/FastASR) for audio frontend and text-postprocess. +1. This project is maintained by [FunASR community](https://github.com/alibaba-damo-academy/FunASR). +2. We acknowledge [mayong](https://github.com/RapidAI/RapidASR/tree/main/cpp_onnx) for contributing the onnxruntime(cpp api). +3. We borrowed a lot of code from [FastASR](https://github.com/chenkui164/FastASR) for audio frontend and text-postprocess. -- Gitblit v1.9.1