onnxruntime/dockerfiles/Dockerfile.migraphx

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

FROM ubuntu:20.04

ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime
ARG ONNXRUNTIME_BRANCH=main
ARG ROCM_VERSION=5.4
# MIGraphX version should be the same as ROCm version
ARG MIGRAPHX_VERSION=rocm-5.4.0
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/rocm.gpg.key | apt-key add - && \
  sh -c 'echo deb [arch=amd64] http://repo.radeon.com/rocm/apt/${ROCM_VERSION}/ ubuntu main > /etc/apt/sources.list.d/rocm.list'

RUN apt-get update &&\
    apt-get install -y sudo git bash build-essential rocm-dev python3-dev python3-pip miopen-hip \
    rocblas half aria2 libnuma-dev pkg-config

RUN aria2c -q -d /tmp -o cmake-3.27.3-linux-x86_64.tar.gz \
https://github.com/Kitware/CMake/releases/download/v3.27.3/cmake-3.27.3-linux-x86_64.tar.gz &&\
tar -zxf /tmp/cmake-3.27.3-linux-x86_64.tar.gz --strip=1 -C /usr

# Install rbuild
RUN pip3 install https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz numpy yapf==0.28.0

ENV PATH /opt/miniconda/bin:/code/cmake-3.27.3-linux-x86_64/bin:${PATH}

# Install MIGraphX from source
RUN mkdir -p /migraphx
RUN cd /migraphx && git clone --depth=1 --branch ${MIGRAPHX_VERSION} https://github.com/ROCmSoftwarePlatform/AMDMIGraphX src
RUN cd /migraphx && rbuild package --cxx /opt/rocm/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

# Install rocm ep 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 ${ONNXRUNTIME_REPO} onnxruntime &&\
    /bin/sh onnxruntime/dockerfiles/scripts/install_common_deps.sh &&\
    cd onnxruntime  &&\
    /bin/sh ./build.sh --allow_running_as_root --cmake_extra_defines ONNXRUNTIME_VERSION=`cat ./VERSION_NUMBER` --config Release --parallel \
            --skip_tests --build_wheel --use_rocm --rocm_version=${ROCM_VERSION} --rocm_home /opt/rocm --use_migraphx &&\
    pip install /code/onnxruntime/build/Linux/Release/dist/*.whl