mirror of
https://github.com/saymrwulf/onnxruntime.git
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ea40dc3ad6
Try to address intermittent permissions issues that show up in non-transient CI environments.
87 lines
4.4 KiB
Text
87 lines
4.4 KiB
Text
# Build stage
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FROM registry.access.redhat.com/ubi8/ubi:8.4
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WORKDIR /code
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ARG MY_ROOT=/code
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ARG DEVICE=CPU_FP32
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ARG ONNXRUNTIME_REPO=https://github.com/microsoft/onnxruntime
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ARG ONNXRUNTIME_BRANCH=main
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ENV INTEL_OPENVINO_DIR=/opt/intel/openvino_2022.3.0
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ENV InferenceEngine_DIR=${INTEL_OPENVINO_DIR}/runtime/cmake
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ENV IE_PLUGINS_PATH=${INTEL_OPENVINO_DIR}/runtime/lib/intel64/
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ENV ngraph_DIR=${INTEL_OPENVINO_DIR}/runtime/cmake
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ENV LD_LIBRARY_PATH=${INTEL_OPENVINO_DIR}/runtime/3rdparty/tbb/lib/:${IE_PLUGINS_PATH}:${LD_LIBRARY_PATH}
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ENV OpenCV_DIR=${INTEL_OPENVINO_DIR}/extras/opencv/cmake
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ENV LD_LIBRARY_PATH=${INTEL_OPENVINO_DIR}/extras/opencv/lib:${LD_LIBRARY_PATH}
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ENV LD_LIBRARY_PATH=/usr/local/lib:/usr/lib:/usr/local/lib64:/usr/lib64:/lib64:${LD_LIBRARY_PATH}
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ENV PATH=${MY_ROOT}/cmake-dir/bin:$PATH
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# Install packages
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RUN yum install -y yum-utils autoconf automake libtool unzip udev wget zlib-devel libffi-devel openssl-devel git make gcc && \
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yum clean packages && yum clean all && rm -rf /var/cache/yum && \
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# Install python 3.8
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cd $MY_ROOT && \
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wget https://www.python.org/ftp/python/3.8.9/Python-3.8.9.tgz && tar xvf Python-3.8.9.tgz && rm -rf Python-3.8.9.tgz && \
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cd Python-3.8*/ && ./configure && make && make install && \
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cd ../ && mkdir -p /usr/bin/Python38 && ln -s Python-3.8.9/ /usr/bin/Python38 && ln -s /usr/bin/pip3 /usr/bin/pip && \
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# libusb1.0.22
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cd /opt/ && wget https://github.com/libusb/libusb/archive/v1.0.22.zip && \
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unzip v1.0.22.zip && rm -rf v1.0.22.zip && cd /opt/libusb-1.0.22 && \
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# bootstrap steps
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./bootstrap.sh && \
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./configure --disable-udev --enable-shared && \
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make -j4 && \
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# configure libusb1.0.22
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cd /opt/libusb-1.0.22/libusb && \
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/bin/mkdir -p '/usr/local/lib' && \
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/bin/bash ../libtool --mode=install /usr/bin/install -c libusb-1.0.la '/usr/local/lib' && \
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/bin/mkdir -p '/usr/local/include/libusb-1.0' && \
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/usr/bin/install -c -m 644 libusb.h '/usr/local/include/libusb-1.0' && \
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/bin/mkdir -p '/usr/local/lib/pkgconfig' && \
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# Install openvino
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cd /opt/ && mkdir intel/ && cd intel && \
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wget https://storage.openvinotoolkit.org/repositories/openvino/packages/2022.3/linux/l_openvino_toolkit_rhel8_2022.3.0.9052.9752fafe8eb_x86_64.tgz && \
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tar xvf l_openvino_toolkit_rhel8_2022.3.0.9052.9752fafe8eb_x86_64.tgz && \
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rm -rf l_openvino_toolkit_rhel8_2022.3.0.9052.9752fafe8eb_x86_64.tgz && \
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mv l_openvino_toolkit_rhel8_2022.3.0.9052.9752fafe8eb_x86_64 openvino_2022.3.0 && \
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cd ${INTEL_OPENVINO_DIR}/install_dependencies/ && ./install_openvino_dependencies.sh -y && ./install_NEO_OCL_driver.sh -y && \
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printf "\nexport LD_LIBRARY_PATH=\${LD_LIBRARY_PATH}:/usr/local/lib\n" >> /opt/intel/openvino_2022.3.0/setupvars.sh && \
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cd /opt/libusb-1.0.22 && \
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/usr/bin/install -c -m 644 libusb-1.0.pc '/usr/local/lib/pkgconfig' && \
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# MYRIAD plugins are not available for openvino 2022.3.0 release
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#cp /opt/intel/openvino_2022.3.0/install_dependencies/97-myriad-usbboot.rules /etc/udev/rules.d/ && \
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ldconfig && \
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#Install protobuf
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cd $MY_ROOT && \
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git clone https://github.com/protocolbuffers/protobuf.git && \
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cd protobuf && \
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git checkout v3.16.0 && \
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git submodule update --init --recursive && \
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mkdir build_source && cd build_source && \
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cmake ../cmake -DCMAKE_INSTALL_LIBDIR=lib64 -Dprotobuf_BUILD_SHARED_LIBS=OFF -DCMAKE_INSTALL_PREFIX=/usr -DCMAKE_INSTALL_SYSCONFDIR=/etc -DCMAKE_POSITION_INDEPENDENT_CODE=ON -Dprotobuf_BUILD_TESTS=OFF -DCMAKE_BUILD_TYPE=Release && \
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make -j$(nproc) && \
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make install && \
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# Build onnxruntime
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cd $MY_ROOT && \
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pip3 install numpy wheel setuptools cython onnx && \
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git clone --recursive -b ${ONNXRUNTIME_BRANCH} ${ONNXRUNTIME_REPO} && \
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bash onnxruntime/dockerfiles/scripts/install_common_deps.sh && \
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ln -s cmake-* cmake-dir && \
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source /opt/intel/openvino_2022.3.0/setupvars.sh && \
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cd /code/onnxruntime && ./build.sh --allow_running_as_root --config Release --update --build --parallel --use_openvino ${DEVICE} --build_shared_lib --build_wheel && \
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pip3 install /code/onnxruntime/build/Linux/Release/dist/*-linux_x86_64.whl && \
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# Clean up
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cd ${MY_ROOT} && rm -rf onnxruntime && rm -rf Python-3.8.9 && rm -rf protobuf
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# Deploy stage
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ARG BUILD_UID=1001
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ARG BUILD_USER=onnxruntimedev
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RUN adduser --uid $BUILD_UID $BUILD_USER
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RUN usermod -a -G video,users,render ${BUILD_USER}
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ENV WORKDIR_PATH /home/${BUILD_USER}
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WORKDIR ${WORKDIR_PATH}
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USER ${BUILD_USER}
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