mirror of
https://github.com/PaddlePaddle/FastDeploy.git
synced 2025-10-21 07:40:37 +08:00
55 lines
1.9 KiB
Markdown
55 lines
1.9 KiB
Markdown
# 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 <br> RK3588 | ONNX | 编译开关`ENABLE_ORT_BACKEND`为ON或OFF控制，默认OFF |
|
||
| RKNPU2 | RK356X <br> RK3588 | RKNN | 编译开关`ENABLE_RKNPU2_BACKEND`为ON或OFF控制，默认OFF |
|
||
|
||
## 板端编译
|
||
|
||
### 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。
|
||
|
||
```bash
|
||
git clone https://github.com/PaddlePaddle/FastDeploy.git
|
||
cd FastDeploy
|
||
mkdir build && cd build
|
||
|
||
# 编译配置详情见README文件，这里只介绍关键的几个配置
|
||
# -DENABLE_ORT_BACKEND: 是否开启ONNX模型，默认关闭
|
||
# -DENABLE_RKNPU2_BACKEND: 是否开启RKNPU模型，默认关闭
|
||
# -RKNN2_TARGET_SOC: 编译SDK的板子型号，只能输入RK356X或者RK3588，注意区分大小写
|
||
cmake .. -DENABLE_ORT_BACKEND=ON \
|
||
-DENABLE_RKNPU2_BACKEND=ON \
|
||
-DENABLE_VISION=ON \
|
||
-DRKNN2_TARGET_SOC=RK3588 \
|
||
-DCMAKE_INSTALL_PREFIX=${PWD}/fastdeploy-0.0.3
|
||
make -j8
|
||
make install
|
||
```
|
||
|
||
### 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`
|
||
|
||
```bash
|
||
git clone https://github.com/PaddlePaddle/FastDeploy.git
|
||
cd FastDeploy
|
||
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
|
||
```
|