#------------------------------------------------------------------------- # Copyright(C) 2021 Intel Corporation. # SPDX-License-Identifier: MIT #-------------------------------------------------------------------------- FROM centos:7.8.2003 WORKDIR /code ARG MY_ROOT=/code ARG YUM_OV_PACKAGE=intel-openvino-runtime-centos7-2021.4.752.x86_64 ARG DEVICE=CPU_FP32 ARG ONNXRUNTIME_REPO=https://github.com/microsoft/onnxruntime ARG ONNXRUNTIME_BRANCH=main ENV INTEL_OPENVINO_DIR=/opt/intel/openvino_2021.4.752 ENV InferenceEngine_DIR=${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/share ENV IE_PLUGINS_PATH=${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/lib/intel64 ENV ngraph_DIR=${INTEL_OPENVINO_DIR}/deployment_tools/ngraph/cmake ENV LD_LIBRARY_PATH=/opt/intel/opencl:${INTEL_OPENVINO_DIR}/inference_engine/external/gna/lib:${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/external/mkltiny_lnx/lib:$INTEL_OPENVINO_DIR/deployment_tools/ngraph/lib:${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/external/omp/lib:${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/external/tbb/lib:${IE_PLUGINS_PATH}:${LD_LIBRARY_PATH} ENV OpenCV_DIR=${INTEL_OPENVINO_DIR}/opencv/share/OpenCV ENV LD_LIBRARY_PATH=${INTEL_OPENVINO_DIR}/opencv/lib:${INTEL_OPENVINO_DIR}/opencv/share/OpenCV/3rdparty/lib:${LD_LIBRARY_PATH} ENV HDDL_INSTALL_DIR=${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/external/hddl ENV LD_LIBRARY_PATH=${INTEL_OPENVINO_DIR}/deployment_tools/inference_engine/external/hddl/lib:$LD_LIBRARY_PATH ENV LD_LIBRARY_PATH=/usr/local/lib:/usr/lib:/usr/local/lib64:/usr/lib64:/lib64:$LD_LIBRARY_PATH # Install packages RUN yum update -y && \ yum groupinstall "Development Tools" -y && \ yum install -y yum-utils autoconf automake libtool unzip udev wget zlib-devel libffi-devel openssl-devel boost-devel-1.53.0 && \ yum clean packages && yum clean all && rm -rf /var/cache/yum && \ # Install cmake cd $MY_ROOT && \ wget https://github.com/Kitware/CMake/releases/download/v3.24.3/cmake-3.24.3.tar.gz && \ tar -zxvf cmake-3.24.3.tar.gz && rm -rf cmake-3.24.3.tar.gz && \ cd cmake-3.24.3 && \ ./bootstrap && \ make && \ make install && \ cd $MY_ROOT && \ # libusb1.0.22 cd /opt/ && wget https://github.com/libusb/libusb/archive/v1.0.22.zip && \ unzip v1.0.22.zip && rm -rf v1.0.22.zip && cd /opt/libusb-1.0.22 && \ # bootstrap steps ./bootstrap.sh && \ ./configure --disable-udev --enable-shared && \ make -j4 && \ # configure libusb1.0.22 cd /opt/libusb-1.0.22/libusb && \ /bin/mkdir -p '/usr/local/lib' && \ /bin/bash ../libtool --mode=install /usr/bin/install -c libusb-1.0.la '/usr/local/lib' && \ /bin/mkdir -p '/usr/local/include/libusb-1.0' && \ /usr/bin/install -c -m 644 libusb.h '/usr/local/include/libusb-1.0' && \ /bin/mkdir -p '/usr/local/lib/pkgconfig' && \ # Install openvino yum-config-manager --add-repo https://yum.repos.intel.com/openvino/2021/setup/intel-openvino-2021.repo && \ rpm --import https://yum.repos.intel.com/openvino/2021/setup/RPM-GPG-KEY-INTEL-OPENVINO-2021 && \ yum update -y && yum list intel-openvino* && \ yum install -y $YUM_OV_PACKAGE && \ cd ${INTEL_OPENVINO_DIR}/install_dependencies/ && ./install_openvino_dependencies.sh -y && \ printf "\nexport LD_LIBRARY_PATH=\${LD_LIBRARY_PATH}:/usr/local/lib\n" >> /opt/intel/openvino_2021.4.752/bin/setupvars.sh && \ cd /opt/libusb-1.0.22 && \ /usr/bin/install -c -m 644 libusb-1.0.pc '/usr/local/lib/pkgconfig' && \ cp /opt/intel/openvino_2021/deployment_tools/inference_engine/external/97-myriad-usbboot.rules /etc/udev/rules.d/ && \ ldconfig && \ # Install GPU runtime and drivers cd ${MY_ROOT} && \ mkdir /tmp/opencl && \ cd /tmp/opencl && \ yum install -y epel-release && \ yum install -y ocl-icd ocl-icd-devel && \ wget -O intel-igc-core-1.0.2597-1.el7.x86_64.rpm https://sourceforge.net/projects/intel-compute-runtime/files/19.41.14441/centos-7/intel-igc-core-1.0.2597-1.el7.x86_64.rpm/download && \ wget -O intel-opencl-19.41.14441-1.el7.x86_64.rpm https://sourceforge.net/projects/intel-compute-runtime/files/19.41.14441/centos-7/intel-opencl-19.41.14441-1.el7.x86_64.rpm/download && \ wget -O intel-igc-opencl-devel-1.0.2597-1.el7.x86_64.rpm https://sourceforge.net/projects/intel-compute-runtime/files/19.41.14441/centos-7/intel-igc-opencl-devel-1.0.2597-1.el7.x86_64.rpm/download && \ wget -O intel-igc-opencl-1.0.2597-1.el7.x86_64.rpm https://sourceforge.net/projects/intel-compute-runtime/files/19.41.14441/centos-7/intel-igc-opencl-1.0.2597-1.el7.x86_64.rpm/download && \ wget -O intel-gmmlib-19.3.2-1.el7.x86_64.rpm https://sourceforge.net/projects/intel-compute-runtime/files/19.41.14441/centos-7/intel-gmmlib-19.3.2-1.el7.x86_64.rpm/download && \ wget -O intel-gmmlib-devel-19.3.2-1.el7.x86_64.rpm https://sourceforge.net/projects/intel-compute-runtime/files/19.41.14441/centos-7/intel-gmmlib-devel-19.3.2-1.el7.x86_64.rpm/download && \ rpm -i /tmp/opencl/*.rpm && \ ldconfig && \ rm -rf /tmp/opencl && \ # Installing gcc-10 yum install -y centos-release-scl && \ yum install -y devtoolset-10-gcc* && \ echo 'source scl_source enable devtoolset-10' >> ~/.bashrc && \ # python installation source scl_source enable devtoolset-10 && \ cd /code/ && \ wget https://www.python.org/ftp/python/3.8.3/Python-3.8.3.tgz && tar xvf Python-3.8.3.tgz && \ cd Python-3.8*/ && ./configure && make && make install && \ cd ../ && mkdir -p /usr/bin/Python38 && ln -s Python-3.8.3/ /usr/bin/Python38 && \ # installing dependancies yum install -y python3-lxml python3-six libusb.x86_64 && \ yum clean packages && yum clean all && rm -rf /var/cache/yum && \ # Build onnxruntime cd $MY_ROOT && \ pip3 install numpy wheel setuptools cython && \ git clone --recursive -b ${ONNXRUNTIME_BRANCH} ${ONNXRUNTIME_REPO} && \ pip3 install onnx && \ cd /code/onnxruntime && ./build.sh --config Release --update --build --parallel --use_openvino ${DEVICE} --build_shared_lib --build_wheel && \ pip3 install /code/onnxruntime/build/Linux/Release/dist/*-linux_x86_64.whl && \ # Clean up cd $MY_ROOT && rm -rf onnxruntime Python-3* && \ cd ${MY_ROOT}/ && rm -rf cmake* && \ cd /usr/share/ && rm -rf gcc* && cd /usr/lib/ && rm -rf gcc cd && rm -rf .cache && \ cd ${INTEL_OPENVINO_DIR}/ && rm -rf documentation data_processing && cd deployment_tools/ && rm -rf tools