mmdeploy/docs/build.md

Build MMDeploy

Preparation

• Download MMDeploy

  git clone -b master git@github.com:grimoire/deploy_prototype.git MMDeploy
  cd MMDeploy
  git submodule update --init --recursive
  

  Note:

  • If fetching submodule fails, you could get submodule manually by following instructions:

    git clone git@github.com:NVIDIA/cub.git third_party/cub
    cd third_party/cub
    git checkout c3cceac115
    
    # go back to third_party directory and git clone pybind11
    cd ..
    git clone git@github.com:pybind/pybind11.git pybind11
    cd pybind11
    git checkout 70a58c5
    

• Install cmake

  Install cmake>=3.14.0, you could refer to cmake website for more detailed info.

  apt-get install -y libssl-dev
  wget https://github.com/Kitware/CMake/releases/download/v3.20.0/cmake-3.20.0.tar.gz
  tar -zxvf cmake-3.20.0.tar.gz
  cd cmake-3.20.0
  ./bootstrap
  make
  make install
  

Build backend support

Build the inference engine extension libraries you need.

• ONNX Runtime
• TensorRT
• ncnn
• PPLNN
• OpenVINO

Install mmdeploy

cd ${MMDEPLOY_DIR} # To mmdeploy root directory
pip install -e .

Some dependencies are optional. Simply running pip install -e . will only install the minimum runtime requirements. To use optional dependencies install them manually with pip install -r requirements/optional.txt or specify desired extras when calling pip (e.g. pip install -e .[optional]). Valid keys for the extras field are: all, tests, build, optional.