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Dockerfile.rocm
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# --------------------------------------------------------------
# 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 ..