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Windows编译

环境依赖

  • cmake >= 3.12
  • Visual Studio 16 2019
  • cuda >= 11.2 (当WITH_GPU=ON)
  • cudnn >= 8.0 (当WITH_GPU=ON)
  • TensorRT >= 8.4 (当ENABLE_TRT_BACKEND=ON)

编译CPU版本 C++ SDK

Windows菜单打开x64 Native Tools Command Prompt for VS 2019命令工具，其中CMAKE_INSTALL_PREFIX用于指定编译后生成的SDK路径

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy && git checkout develop
mkdir build && cd build

cmake .. -G "Visual Studio 16 2019" -A x64 -DCMAKE_INSTALL_PREFIX=D:\Paddle\FastDeploy\build\fastdeploy-win-x64 -DENABLE_ORT_BACKEND=ON -DENABLE_PADDLE_BACKEND=ON -DENABLE_VISION=ON -DENABLE_VISION_VISUALIZE=ON
msbuild fastdeploy.sln /m /p:Configuration=Release /p:Platform=x64
msbuild INSTALL.vcxproj /m /p:Configuration=Release /p:Platform=x64

编译后，FastDeploy CPU C++ SDK即在D:\Paddle\FastDeploy\build\fastdeploy-win-x64目录下

编译GPU版本 C++ SDK

Windows菜单打开x64 Native Tools Command Prompt for VS 2019命令工具，其中CMAKE_INSTALL_PREFIX用于指定编译后生成的SDK路径

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy && git checkout develop
mkdir build && cd build

cmake .. -G "Visual Studio 16 2019" -A x64 -DCMAKE_INSTALL_PREFIX=D:\Paddle\FastDeploy\build\fastdeploy-win-x64-gpu -DWITH_GPU=ON -DENABLE_ORT_BACKEND=ON -DENABLE_PADDLE_BACKEND=ON -DENABLE_VISION=ON -DENABLE_VISION_VISUALIZE=ON -DCUDA_DIRECTORY="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.2"
msbuild fastdeploy.sln /m /p:Configuration=Release /p:Platform=x64
msbuild INSTALL.vcxproj /m /p:Configuration=Release /p:Platform=x64  

% 附加说明：%
% (1) -DCUDA_DIRECTORY指定CUDA所在的目录 %
% (2) 若编译Paddle后端，设置-DENABLE_PADDLE_BACKEND=ON %
% (3) 若编译TensorRT后端，需要设置-DENABLE_TRT_BACKEND=ON，并指定TRT_DIRECTORY %
% (4) 如-DTRT_DIRECTORY=D:\x64\third_party\TensorRT-8.4.1.5 %

编译后，FastDeploy GPU C++ SDK即在D:\Paddle\FastDeploy\build\fastdeploy-win-x64-gpu目录下

编译CPU版本 Python Wheel包

Windows菜单打开x64 Native Tools Command Prompt for VS 2019命令工具。Python编译时，通过环境变量获取编译选项，在命令行终端运行以下命令

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy/python && git checkout develop

set ENABLE_ORT_BACKEND=ON
set ENABLE_PADDLE_BACKEND=ON
set ENABLE_VISION=ON
set ENABLE_VISION_VISUALIZE=ON

% 这里指定用户自己的python解释器 以python3.8为例 %
C:\Python38\python.exe setup.py build
C:\Python38\python.exe setup.py bdist_wheel

编译好的wheel文件在dist目录下，pip安装编译好的wheel包，命令如下

C:\Python38\python.exe -m pip install dist\fastdeploy_python-0.2.1-cp38-cp38-win_amd64.whl

编译GPU版本 Python Wheel包

Windows菜单打开x64 Native Tools Command Prompt for VS 2019命令工具。Python编译时，通过环境变量获取编译选项，在命令行终端运行以下命令

% 说明：CUDA_DIRECTORY 为用户自己的CUDA目录 以下为示例 %
set CUDA_DIRECTORY=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.2
% 说明：TRT_DIRECTORY 为下载的TensorRT库所在的目录 以下为示例 如果不编译TensorRT后端 可以不设置 %
set TRT_DIRECTORY=D:\x64\third_party\TensorRT-8.4.1.5
set WITH_GPU=ON
set ENABLE_ORT_BACKEND=ON
% 说明：如果不编译TensorRT后端 此项为OFF %
set ENABLE_TRT_BACKEND=ON
set ENABLE_PADDLE_BACKEND=ON
set ENABLE_VISION=ON
set ENABLE_VISION_VISUALIZE=ON

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy && git checkout develop

% 说明：这里指定用户自己的python解释器 以python3.8为例 %
C:\Python38\python.exe setup.py build
C:\Python38\python.exe setup.py bdist_wheel

编译好的wheel文件在dist目录下，pip安装编译好的wheel包，命令如下

C:\Python38\python.exe -m pip install dist\fastdeploy_gpu_python-0.2.1-cp38-cp38-win_amd64.whl

更多编译选项说明参考编译指南