Dockerfile.migraphx

# --------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------
# Dockerfile to run ONNXRuntime with MIGraphX integration
#--------------------------------------------------------------------------

FROM ubuntu:16.04

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 --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/3.3/ xenial main > /etc/apt/sources.list.d/rocm.list'

RUN apt-get update &&\
    apt-get install -y sudo git bash build-essential cmake libpython3.5-dev python3-pip miopen-hip rocblas half

# Install rbuild
RUN pip3 install https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz

# 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/bin/hcc -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
ENV PATH /opt/miniconda/bin:/code/cmake-3.14.3-Linux-x86_64/bin:${PATH}

# Workaround for broken cmake in hip's binary package
RUN sed -i -e 's/hcc::hccrt;hcc::hc_am//g' /opt/rocm/hip/lib/cmake/hip/hip-targets-release.cmake
ENV CXXFLAGS "-D__HIP_PLATFORM_HCC__=1"

# 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-3.14.3-Linux-x86_64