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feat(build): compile ONNX runtime with ROCm support

This commit is contained in:
Sean Sube 2023-01-22 20:49:08 -06:00
parent 348a4e2405
commit a8bc371478
1 changed files with 17 additions and 0 deletions
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api/Containerfile.rocm.ubuntu
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@ -14,6 +14,23 @@ ENV PATH="/onnx-web/api/onnx_env/bin:$PATH"
RUN pip3 install pip --upgrade RUN pip3 install pip --upgrade
# build custom ORT, from https://github.com/microsoft/onnxruntime/blob/v1.13.1/dockerfiles/Dockerfile.rocm
ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime
ARG ONNXRUNTIME_BRANCH=main
WORKDIR /code
ENV PATH /opt/miniconda/bin:/code/cmake-3.24.3-linux-x86_64/bin:${PATH}
# Prepare onnxruntime repository & build onnxruntime
RUN git clone --single-branch --branch ${ONNXRUNTIME_BRANCH} --recursive ${ONNXRUNTIME_REPO} onnxruntime &&\
/bin/sh onnxruntime/dockerfiles/scripts/install_common_deps.sh &&\
cd onnxruntime &&\
/bin/sh ./build.sh --config Release --build_wheel --update --build --parallel --cmake_extra_defines\
ONNXRUNTIME_VERSION=$(cat ./VERSION_NUMBER) --use_rocm --rocm_home=/opt/rocm &&\
pip install /code/onnxruntime/build/Linux/Release/dist/*.whl &&\
cd ..
COPY requirements.txt /onnx-web/api/requirements.txt COPY requirements.txt /onnx-web/api/requirements.txt
RUN pip3 install -r requirements.txt --no-cache-dir RUN pip3 install -r requirements.txt --no-cache-dir