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FastDeploy RKNPU2引擎编译

FastDeploy后端支持详情

FastDeploy当前在RK平台上支持后端引擎如下:

后端	平台	支持模型格式	说明
ONNX Runtime	RK356X RK3588	ONNX	编译开关`ENABLE_ORT_BACKEND`为ON或OFF控制，默认OFF
RKNPU2	RK356X RK3588	RKNN	编译开关`ENABLE_RKNPU2_BACKEND`为ON或OFF控制，默认OFF

编译FastDeploy SDK

板端编译FastDeploy C++ SDK

RKNPU2暂时仅支持linux系统, 以下教程在RK3568(debian 10)、RK3588(debian 11) 环境下完成。

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy

# 如果您使用的是develop分支输入以下命令
git checkout develop

mkdir build && cd build
cmake ..  -DENABLE_ORT_BACKEND=ON \
	      -DENABLE_RKNPU2_BACKEND=ON \
	      -DENABLE_VISION=ON \
	      -DRKNN2_TARGET_SOC=RK3588 \
          -DCMAKE_INSTALL_PREFIX=${PWD}/fastdeploy-0.0.0
make -j8
make install

交叉编译FastDeploy C++ SDK

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy

# 如果您使用的是develop分支输入以下命令
git checkout develop

mkdir build && cd build
cmake ..  -DCMAKE_C_COMPILER=/home/zbc/opt/gcc-linaro-6.3.1-2017.05-x86_64_aarch64-linux-gnu/bin/aarch64-linux-gnu-gcc \
          -DCMAKE_CXX_COMPILER=/home/zbc/opt/gcc-linaro-6.3.1-2017.05-x86_64_aarch64-linux-gnu/bin/aarch64-linux-gnu-g++ \
          -DCMAKE_TOOLCHAIN_FILE=./../cmake/toolchain.cmake \
          -DTARGET_ABI=arm64 \
          -DENABLE_ORT_BACKEND=OFF \
	      -DENABLE_RKNPU2_BACKEND=ON \
	      -DENABLE_VISION=ON \
	      -DRKNN2_TARGET_SOC=RK356X \
          -DCMAKE_INSTALL_PREFIX=${PWD}/fastdeploy-0.0.0
make -j8
make install

板端编译Python SDK

RKNPU2暂时仅支持linux系统, 以下教程在RK3568(debian 10)、RK3588(debian 11) 环境下完成。Python打包依赖wheel，编译前请先执行pip install wheel

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy

# 如果您使用的是develop分支输入以下命令
git checkout develop

cd python
export ENABLE_ORT_BACKEND=ON
export ENABLE_RKNPU2_BACKEND=ON
export ENABLE_VISION=ON
export RKNN2_TARGET_SOC=RK3588
python3 setup.py build
python3 setup.py bdist_wheel
cd dist
pip3 install fastdeploy_python-0.0.0-cp39-cp39-linux_aarch64.whl

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