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Jetson部署库编译
FastDeploy当前在Jetson仅支持ONNX Runtime CPU和TensorRT GPU/Paddle Inference三种后端推理
C++ SDK编译安装
编译需满足
- gcc/g++ >= 5.4(推荐8.2)
- cmake >= 3.10.0
- jetpack >= 4.6.1
如果需要集成Paddle Inference后端，在Paddle Inference预编译库页面根据开发环境选择对应的Jetpack C++包下载，并解压。
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy
mkdir build && cd build
cmake .. -DBUILD_ON_JETSON=ON \
-DENABLE_VISION=ON \
-DENABLE_PADDLE_BACKEND=ON \ # 可选项，如若不需要Paddle Inference后端，可关闭
-DPADDLEINFERENCE_DIRECTORY=/Download/paddle_inference_jetson \
-DCMAKE_INSTALL_PREFIX=${PWD}/installed_fastdeploy
make -j8
make install
编译完成后，即在CMAKE_INSTALL_PREFIX指定的目录下生成C++推理库
Python编译安装
编译过程同样需要满足
- gcc/g++ >= 5.4(推荐8.2)
- cmake >= 3.10.0
- jetpack >= 4.6.1
- python >= 3.6
Python打包依赖wheel，编译前请先执行pip install wheel
如果需要集成Paddle Inference后端，在Paddle Inference预编译库页面根据开发环境选择对应的Jetpack C++包下载，并解压。
所有编译选项通过环境变量导入
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy/python
export BUILD_ON_JETSON=ON
export ENABLE_VISION=ON
# ENABLE_PADDLE_BACKEND & PADDLEINFERENCE_DIRECTORY为可选项
export ENABLE_PADDLE_BACKEND=ON
export PADDLEINFERENCE_DIRECTORY=/Download/paddle_inference_jetson
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