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79 lines
2.7 KiB
Markdown
79 lines
2.7 KiB
Markdown
English | [中文](../../../cn/faq/rknpu2/build.md)
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# FastDeploy RKNPU2 Engine Compilation
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## FastDeploy supported backends
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FastDeploy currently supports the following backends on the RK platform:
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| Backend | Platform | Supported model formats | Notes |
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|:------------------|:---------------------|:-------|:-------------------------------------------|
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| ONNX Runtime | RK356X <br> RK3588 | ONNX | Compile switch `ENABLE_ORT_BACKEND` is controlled by ON or OFF. Default OFF |
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| RKNPU2 | RK356X <br> RK3588 | RKNN | Compile switch `ENABLE_RKNPU2_BACKEND` is controlled by ON or OFF. Default OFF |
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## Compile FastDeploy SDK
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### Compile FastDeploy C++ SDK on board side
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Currently, RKNPU2 is only available on linux. The following tutorial is completed on RK3568(debian 10) and RK3588(debian 11).
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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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# If you are using the develop branch, type the following command
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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=${PWD}/fastdeploy-0.0.0
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make -j8
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make install
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```
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### Cross-compile FastDeploy C++ SDK
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```bash
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy
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# If you are using the develop branch, type the following command
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git checkout develop
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mkdir build && cd build
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cmake .. -DCMAKE_C_COMPILER=/home/zbc/opt/gcc-linaro-6.3.1-2017.05-x86_64_aarch64-linux-gnu/bin/aarch64-linux-gnu-gcc \
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-DCMAKE_CXX_COMPILER=/home/zbc/opt/gcc-linaro-6.3.1-2017.05-x86_64_aarch64-linux-gnu/bin/aarch64-linux-gnu-g++ \
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-DCMAKE_TOOLCHAIN_FILE=./../cmake/toolchain.cmake \
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-DTARGET_ABI=arm64 \
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-DENABLE_ORT_BACKEND=OFF \
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-DENABLE_RKNPU2_BACKEND=ON \
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-DENABLE_VISION=ON \
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-DRKNN2_TARGET_SOC=RK3588 \
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-DENABLE_FLYCV=ON \
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-DCMAKE_INSTALL_PREFIX=${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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### Compile the Python SDK on the board
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Currently, RKNPU2 is only available on linux. The following tutorial is completed on RK3568(debian 10) and RK3588(debian 11). Packing Python is dependent on `wheel`, so run `pip install wheel` before compiling.
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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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# If you are using the develop branch, type the following command
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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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