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77 lines
2.5 KiB
Markdown
77 lines
2.5 KiB
Markdown
# FastDeploy RKNPU2引擎编译
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## FastDeploy后端支持详情
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FastDeploy当前在RK平台上支持后端引擎如下:
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| 后端 | 平台 | 支持模型格式 | 说明 |
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|:------------------|:---------------------|:-------|:-------------------------------------------|
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| ONNX Runtime | RK356X <br> RK3588 | ONNX | 编译开关`ENABLE_ORT_BACKEND`为ON或OFF控制，默认OFF |
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| RKNPU2 | RK356X <br> RK3588 | RKNN | 编译开关`ENABLE_RKNPU2_BACKEND`为ON或OFF控制，默认OFF |
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## 编译FastDeploy SDK
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### 板端编译FastDeploy C++ SDK
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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。
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```bash
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy
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# 如果您使用的是develop分支输入以下命令
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git checkout develop
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mkdir build && cd build
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cmake .. -DENABLE_ORT_BACKEND=ON \
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-DENABLE_RKNPU2_BACKEND=ON \
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-DENABLE_VISION=ON \
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-DRKNN2_TARGET_SOC=RK3588 \
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-DCMAKE_INSTALL_PREFIX=${PWD}/fastdeploy-0.0.0
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make -j8
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make install
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```
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### 交叉编译FastDeploy C++ SDK
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```bash
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy
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# 如果您使用的是develop分支输入以下命令
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git checkout develop
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mkdir build && cd build
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cmake .. -DCMAKE_C_COMPILER=/home/zbc/opt/gcc-linaro-6.3.1-2017.05-x86_64_aarch64-linux-gnu/bin/aarch64-linux-gnu-gcc \
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-DCMAKE_CXX_COMPILER=/home/zbc/opt/gcc-linaro-6.3.1-2017.05-x86_64_aarch64-linux-gnu/bin/aarch64-linux-gnu-g++ \
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-DCMAKE_TOOLCHAIN_FILE=./../cmake/toolchain.cmake \
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-DTARGET_ABI=arm64 \
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-DENABLE_ORT_BACKEND=OFF \
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-DENABLE_RKNPU2_BACKEND=ON \
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-DENABLE_VISION=ON \
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-DRKNN2_TARGET_SOC=RK356X \
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-DCMAKE_INSTALL_PREFIX=${PWD}/fastdeploy-0.0.0
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make -j8
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make install
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```
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### 板端编译Python SDK
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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`
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```bash
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy
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# 如果您使用的是develop分支输入以下命令
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git checkout develop
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cd python
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export ENABLE_ORT_BACKEND=ON
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export ENABLE_RKNPU2_BACKEND=ON
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export ENABLE_VISION=ON
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export RKNN2_TARGET_SOC=RK3588
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python3 setup.py build
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python3 setup.py bdist_wheel
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cd dist
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pip3 install fastdeploy_python-0.0.0-cp39-cp39-linux_aarch64.whl
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```
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