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CPU部署库编译

FastDeploy当前在CPU支持后端引擎如下

后端 平台 支持模型格式 说明
Paddle Inference Windows(x64)
Linux(x64)		 Paddle 编译开关ENABLE_PADDLE_BACKEND为ON或OFF控制, 默认OFF
ONNX Runtime Windows(x64)
Linux(x64/aarch64)
Mac(x86/arm64)		 Paddle/ONNX 编译开关ENABLE_ORT_BACKEND为ON或OFF控制，默认OFF
OpenVINO Windows(x64)
Linux(x64)
Mac(x86)		 Paddle/ONNX 编译开关ENABLE_OPENVINO_BACKEND为ON或OFF控制，默认OFF

C++ SDK编译安装

Linux & Mac

Linux上编译需满足

  • gcc/g++ >= 5.4(推荐8.2)
  • cmake >= 3.18.0
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy
mkdir build && cd build
cmake .. -DENABLE_ORT_BACKEND=ON \
         -DENABLE_PADDLE_BACKEND=ON \
         -DENABLE_OPENVINO_BACKEND=ON \
         -DCMAKE_INSTALL_PREFIX=${PWD}/compiled_fastdeploy_sdk \
         -DENABLE_VISION=ON \
         -DENABLE_TEXT=ON
make -j12
make install

Windows

Windows编译需要满足条件

  • Windows 10/11 x64
  • Visual Studio 2019

在Windows菜单中，找到x64 Native Tools Command Prompt for VS 2019打开，执行如下命令

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy
mkdir build && cd build
cmake .. -G "Visual Studio 16 2019" -A x64 ^
         -DENABLE_ORT_BACKEND=ON ^
         -DENABLE_PADDLE_BACKEND=ON ^
         -DENABLE_OPENVINO_BACKEND=ON ^
         -DENABLE_VISION=ON ^
         -DENABLE_TEXT=ON ^
         -DCMAKE_INSTALL_PREFIX="D:\Paddle\compiled_fastdeploy" ^
msbuild fastdeploy.sln /m /p:Configuration=Release /p:Platform=x64
msbuild INSTALL.vcxproj /m /p:Configuration=Release /p:Platform=x64

编译完成后，即在CMAKE_INSTALL_PREFIX指定的目录下生成C++推理库

如您使用CMake GUI可参考文档Windows使用CMakeGUI + Visual Studio 2019 IDE编译

Python编译安装

编译过程同样需要满足

  • gcc/g++ >= 5.4(推荐8.2)
  • cmake >= 3.18.0
  • python >= 3.6

Python打包依赖wheel，编译前请先执行pip install wheel

所有编译选项通过环境变量导入

Linux & Mac

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy/python
export ENABLE_ORT_BACKEND=ON
export ENABLE_PADDLE_BACKEND=ON
export ENABLE_OPENVINO_BACKEND=ON
export ENABLE_VISION=ON
export ENABLE_TEXT=ON

python setup.py build
python setup.py bdist_wheel

Windows

编译过程同样需要满足

  • Windows 10/11 x64
  • Visual Studio 2019
  • python >= 3.6

在Windows菜单中，找到x64 Native Tools Command Prompt for VS 2019打开，执行如下命令

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy/python
set ENABLE_ORT_BACKEND=ON
set ENABLE_PADDLE_BACKEND=ON
set ENABLE_OPENVINO_BACKEND=ON
set ENABLE_VISION=ON
set ENABLE_TEXT=ON

python setup.py build
python setup.py bdist_wheel

编译完成即会在FastDeploy/python/dist目录下生成编译后的wheel包，直接pip install即可

编译过程中，如若修改编译参数，为避免带来缓存影响，可删除FastDeploy/python目录下的build和.setuptools-cmake-build两个子目录后再重新编译