mirror of
https://github.com/saymrwulf/onnxruntime.git
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55 lines
2.5 KiB
Text
55 lines
2.5 KiB
Text
# --------------------------------------------------------------
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# Copyright (c) Microsoft Corporation. All rights reserved.
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# Licensed under the MIT License.
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# --------------------------------------------------------------
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# Dockerfile to run ONNXRuntime with MIGraphX integration
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#--------------------------------------------------------------------------
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FROM ubuntu:18.04
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ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime
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ARG ONNXRUNTIME_BRANCH=master
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ENV DEBIAN_FRONTEND noninteractive
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ENV MIGRAPHX_DISABLE_FAST_GELU=1
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RUN apt-get clean && apt-get update && apt-get install -y locales
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RUN locale-gen en_US.UTF-8
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RUN update-locale LANG=en_US.UTF-8
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ENV LC_ALL C.UTF-8
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ENV LANG C.UTF-8
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# Install rocm
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RUN apt-get update && apt-get install -y gnupg2 --no-install-recommends curl && \
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curl -sL http://repo.radeon.com/rocm/rocm.gpg.key | apt-key add - && \
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sh -c 'echo deb [arch=amd64] http://repo.radeon.com/rocm/apt/4.5/ ubuntu main > /etc/apt/sources.list.d/rocm.list'
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RUN apt-get update &&\
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apt-get install -y sudo git bash build-essential rocm-dev libpython3.6-dev python3-pip miopen-hip \
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rocblas half aria2 libnuma-dev
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RUN aria2c -q -d /tmp -o cmake-3.21.0-linux-x86_64.tar.gz \
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https://github.com/Kitware/CMake/releases/download/v3.21.0/cmake-3.21.0-linux-x86_64.tar.gz &&\
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tar -zxf /tmp/cmake-3.21.0-linux-x86_64.tar.gz --strip=1 -C /usr
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# Install rbuild
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RUN pip3 install https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz
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ENV PATH /opt/miniconda/bin:/code/cmake-3.21.0-linux-x86_64/bin:${PATH}
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# Install MIGraphX from source
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RUN mkdir -p /migraphx
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RUN cd /migraphx && git clone --depth=1 --branch migraphx_for_ort https://github.com/ROCmSoftwarePlatform/AMDMIGraphX src
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RUN cd /migraphx && rbuild package --cxx /opt/rocm-4.5.0/llvm/bin/clang++ -d /migraphx/deps -B /migraphx/build -S /migraphx/src/ -DPYTHON_EXECUTABLE=/usr/bin/python3
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RUN dpkg -i /migraphx/build/*.deb
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RUN rm -rf /migraphx
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WORKDIR /code
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# Prepare onnxruntime repository & build onnxruntime
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RUN git clone --single-branch --branch ${ONNXRUNTIME_BRANCH} --recursive ${ONNXRUNTIME_REPO} onnxruntime &&\
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/bin/sh onnxruntime/dockerfiles/scripts/install_common_deps.sh &&\
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cd onnxruntime &&\
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/bin/sh ./build.sh --config Release --build_wheel --update --build --parallel --cmake_extra_defines ONNXRUNTIME_VERSION=$(cat ./VERSION_NUMBER) --use_migraphx &&\
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pip install /code/onnxruntime/build/Linux/Release/dist/*.whl &&\
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cd .. &&\
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rm -rf onnxruntime cmake-3.21.0-linux-x86_64
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