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https://github.com/saymrwulf/onnxruntime.git
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* Add amd migraphx execution provider to onnx runtime * rename MiGraphX to MIGraphX * add migraphx EP to tests * support multiple program output * disable more tests * backup changes related to program multiple outputs * remove logging code * remove unnecessary changes in migraphx_execution_provider.cc * add migraphx EP to tests * add input requests of the batchnorm operator * add to support an onnx operator PRelu * update migrapx dockerfile and removed one unused line * chagnes related to support dynamic input shape * fix build error * code backup * code backup * version that has 106 models run correctly * code backup * code backup * remove unnecessary print info * code backup * code backup * code backup * code backup * code backup * code backup * changes corresponding to migraphx change * fix merge conflict * minor code cleanup * code cleanup * remove unnecessary code * remove unnecessary code * add to support more constant folding analysis * more constant folding checking for shape input * add env var to control whether fp16 is enabled. Modify docker file to use ROCM3.3 * fix function name to avoid build error * add build and execution instruction for migraphx execution provider * added more build instructions * fixed a small format error * a minor change * fix review comments * another minor change * additional refinement of the documents * additional changes * remove unnecessary changes in the dockfile * additional changes for the dockerfile * code change backup * fix errors related to a few unit tests * fix a build error related to api change * fix unit test errors by either disabling the test or fix related isssues * remove unnecessary log info * sync submodule tvm with master * remove unnecessary changes * remove an unnecessary code line * refine documents for addition example
53 lines
2.4 KiB
Text
53 lines
2.4 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:16.04
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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 --no-install-recommends curl && \
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curl -sL http://repo.radeon.com/rocm/apt/debian/rocm.gpg.key | apt-key add - && \
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sh -c 'echo deb [arch=amd64] http://repo.radeon.com/rocm/apt/3.3/ xenial 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 cmake libpython3.5-dev python3-pip miopen-hip rocblas half
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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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# 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/bin/hcc -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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ENV PATH /opt/miniconda/bin:/code/cmake-3.14.3-Linux-x86_64/bin:${PATH}
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# Workaround for broken cmake in hip's binary package
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RUN sed -i -e 's/hcc::hccrt;hcc::hc_am//g' /opt/rocm/hip/lib/cmake/hip/hip-targets-release.cmake
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ENV CXXFLAGS "-D__HIP_PLATFORM_HCC__=1"
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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-3.14.3-Linux-x86_64
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