onnxruntime/dockerfiles/Dockerfile.migraphx
Changming Sun 0510688411
Update compliance tasks in python packaging pipeline and fix some compile warnings (#8471)
1. Update SDLNativeRules from v2 to v3. The new one allows us setting excluded paths.
2. Update TSAUpload from v1 to v2. And add a config file ".gdn/.gdntsa" for it.
3. Fix some parentheses warnings
4. Update cmake to the latest.
5. Remove "--x86" build option from pipeline yaml files. Now we can auto-detect cpu architecture from python. So we don't need to ask user to specify it.
2021-07-30 17:16:37 -07:00

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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
ENV MIGRAPHX_DISABLE_FAST_GELU=1
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/apt/debian/rocm.gpg.key | apt-key add - && \
sh -c 'echo deb [arch=amd64] http://repo.radeon.com/rocm/apt/4.2/ xenial 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
RUN aria2c -q -d /tmp -o cmake-3.21.0-linux-x86_64.tar.gz \
https://github.com/Kitware/CMake/releases/download/v3.21.0/cmake-3.21.0-linux-x86_64.tar.gz &&\
tar -zxf /tmp/cmake-3.21.0-linux-x86_64.tar.gz --strip=1 -C /usr
# Install rbuild
RUN pip3 install https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz
ENV PATH /opt/miniconda/bin:/code/cmake-3.21.0-linux-x86_64/bin:${PATH}
# Install MIGraphX from source
RUN mkdir -p /migraphx
RUN cd /migraphx && git clone --depth=1 --branch migraphx_for_ort https://github.com/ROCmSoftwarePlatform/AMDMIGraphX src
RUN cd /migraphx && rbuild package --cxx /opt/rocm-4.2.0/llvm/bin/clang++ -d /migraphx/deps -B /migraphx/build -S /migraphx/src/ -DPYTHON_EXECUTABLE=/usr/bin/python3
RUN dpkg -i /migraphx/build/*.deb
RUN rm -rf /migraphx
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_migraphx &&\
pip install /code/onnxruntime/build/Linux/Release/dist/*.whl &&\
cd .. &&\
rm -rf onnxruntime cmake-3.21.0-linux-x86_64