# -------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. # -------------------------------------------------------------- # Dockerfile to run ONNXRuntime with MIGraphX integration #-------------------------------------------------------------------------- FROM ubuntu:18.04 ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime ARG ONNXRUNTIME_BRANCH=master ENV DEBIAN_FRONTEND noninteractive RUN apt-get clean && apt-get update && apt-get install -y locales RUN locale-gen en_US.UTF-8 RUN update-locale LANG=en_US.UTF-8 ENV LC_ALL C.UTF-8 ENV LANG C.UTF-8 # Install rocm RUN apt-get update && apt-get install -y gnupg2 --no-install-recommends curl && \ curl -sL http://repo.radeon.com/rocm/rocm.gpg.key | apt-key add - && \ sh -c 'echo deb [arch=amd64] http://repo.radeon.com/rocm/apt/4.5.2/ ubuntu main > /etc/apt/sources.list.d/rocm.list' RUN apt-get update &&\ apt-get install -y sudo git bash build-essential rocm-dev libpython3.6-dev python3-pip miopen-hip rocblas half aria2 libnuma-dev RUN aria2c -q -d /tmp -o cmake-3.20.0-linux-x86_64.tar.gz \ https://github.com/Kitware/CMake/releases/download/v3.20.0/cmake-3.20.0-linux-x86_64.tar.gz &&\ tar -zxf /tmp/cmake-3.20.0-linux-x86_64.tar.gz --strip=1 -C /usr # Install yapf RUN pip3 install yapf==0.28.0 numpy ENV PATH /opt/miniconda/bin:/code/cmake-3.20.0-linux-x86_64/bin:${PATH} # Install dependencies RUN apt-get update &&\ apt-get install -y rocrand rccl hipsparse hipfft hipcub hipblas rocthrust WORKDIR /code # 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 ..