mirror of
https://github.com/PaddlePaddle/FastDeploy.git
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113 lines
3.9 KiB
Markdown
113 lines
3.9 KiB
Markdown
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# How to Build CPU Deployment Environment
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FastDeploy currently supports the following backend engines on the CPU
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| Backend | Platform | Supported model format | Description |
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|:--------------------- |:---------------------------------------------------- |:---------------------- |:------------------------------------------------------------------------------------------------ |
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| Paddle Inference | Windows(x64)<br>Linux(x64) | Paddle | The compilation switch `ENABLE_PADDLE_BACKEND` is controlled by ON or OFF. The default is OFF. |
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| ONNX Runtime | Windows(x64)<br>Linux(x64/aarch64)<br>Mac(x86/arm64) | Paddle/ONNX | The compilation switch `ENABLE_ORT_BACKEND` is controlled by ON or OFF. The default is OFF. |
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| OpenVINO | Windows(x64)<br>Linux(x64)<br>Mac(x86) | Paddle/ONNX | The compilation switch `ENABLE_OPENVINO_BACKEND` is controlled by ON or OFF. The default is OFF. |
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## How to Build and Install C++ SDK
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### Linux & Mac
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Prerequisite for Compiling on Linux & Mac:
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- gcc/g++ >= 5.4 (8.2 is recommended)
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- cmake >= 3.18.0
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```
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy
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mkdir build && cd build
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cmake .. -DENABLE_ORT_BACKEND=ON \
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-DENABLE_PADDLE_BACKEND=ON \
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-DENABLE_OPENVINO_BACKEND=ON \
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-DCMAKE_INSTALL_PREFIX=${PWD}/compiled_fastdeploy_sdk \
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-DENABLE_VISION=ON
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make -j12
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make install
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```
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### Windows
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Prerequisite for Compiling on Windows:
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- Windows 10/11 x64
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- Visual Studio 2019
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Launch the `x64 Native Tools Command Prompt for VS 2019` from the Windows Start Menu and run the following commands:
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```
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy
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mkdir build && cd build
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cmake .. -G "Visual Studio 16 2019" -A x64 \
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-DENABLE_ORT_BACKEND=ON \
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-DENABLE_PADDLE_BACKEND=ON \
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-DENABLE_OPENVINO_BACKEND=ON \
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-DENABLE_VISION=ON \
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-DCMAKE_INSTALL_PREFIX="D:\Paddle\compiled_fastdeploy"
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msbuild fastdeploy.sln /m /p:Configuration=Release /p:Platform=x64
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msbuild INSTALL.vcxproj /m /p:Configuration=Release /p:Platform=x64
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```
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Once compiled, the C++ inference library is generated in the directory specified by `CMAKE_INSTALL_PREFIX`
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If you use CMake GUI, please refer to [How to Compile with CMakeGUI + Visual Studio 2019 IDE on Windows](../faq/build_on_win_with_gui.md)
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## How to Build and Install Python SDK
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Prerequisite for Compiling:
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- gcc/g++ >= 5.4 (8.2 is recommended)
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- cmake >= 3.18.0
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- python >= 3.6
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Notice the `wheel` is required if you need to pack a wheel, execute `pip install wheel` first.
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All compilation options are introduced via environment variables
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### Linux & Mac
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```
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy/python
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export ENABLE_ORT_BACKEND=ON
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export ENABLE_PADDLE_BACKEND=ON
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export ENABLE_OPENVINO_BACKEND=ON
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export ENABLE_VISION=ON
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python setup.py build
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python setup.py bdist_wheel
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```
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### Windows
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Prerequisite for Compiling on Windows:
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- Windows 10/11 x64
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- Visual Studio 2019
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- python >= 3.6
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Launch the x64 Native Tools Command Prompt for VS 2019 from the Windows Start Menu and run the following commands:
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```
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy/python
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set ENABLE_ORT_BACKEND=ON
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set ENABLE_PADDLE_BACKEND=ON
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set ENABLE_OPENVINO_BACKEND=ON
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set ENABLE_VISION=ON
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python setup.py build
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python setup.py bdist_wheel
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```
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The compiled `wheel` package will be generated in the `FastDeploy/python/dist` directory once finished. Users can pip-install it directly.
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During the compilation, if developers want to change the compilation parameters, it is advisable to delete the `build` and `.setuptools-cmake-build` subdirectories in the `FastDeploy/python` to avoid the possible impact from cache, and then recompile.
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