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mivisionx-on-ubuntu20.dockerfile
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mivisionx-on-ubuntu20.dockerfile
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FROM ubuntu:20.04
ENV MIVISIONX_DEPS_ROOT=/opt/mivisionx-deps
WORKDIR $MIVISIONX_DEPS_ROOT
RUN apt-get update -y
# install mivisionx base dependencies - Level 1
RUN DEBIAN_FRONTEND=noninteractive apt-get -y install gcc g++ cmake pkg-config git
# install ROCm for mivisionx OpenCL dependency - Level 2
RUN DEBIAN_FRONTEND=noninteractive apt-get -y install libnuma-dev wget sudo gnupg2 kmod python3-dev && \
wget -q -O - https://repo.radeon.com/rocm/rocm.gpg.key | sudo apt-key add - && \
echo 'deb [arch=amd64] https://repo.radeon.com/rocm/apt/debian/ ubuntu main' | sudo tee /etc/apt/sources.list.d/rocm.list && \
sudo apt-get update -y && \
sudo apt-get -y install rocm-dev
# install OpenCV & FFMPEG - Level 3
RUN DEBIAN_FRONTEND=noninteractive apt-get -y install build-essential libgtk2.0-dev libavcodec-dev libavformat-dev libswscale-dev python-dev python-numpy \
libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libdc1394-22-dev unzip && \
mkdir OpenCV && cd OpenCV && wget https://github.com/opencv/opencv/archive/4.5.5.zip && unzip 4.5.5.zip && \
mkdir build && cd build && cmake -DWITH_OPENCL=OFF ../opencv-4.5.5 && make -j8 && sudo make install && sudo ldconfig && cd
RUN DEBIAN_FRONTEND=noninteractive apt-get -y install autoconf automake build-essential cmake git-core libass-dev libfreetype6-dev libsdl2-dev libtool libva-dev \
libvdpau-dev libvorbis-dev libxcb1-dev libxcb-shm0-dev libxcb-xfixes0-dev pkg-config texinfo wget zlib1g-dev \
nasm yasm libx264-dev libx265-dev libnuma-dev libfdk-aac-dev && \
wget https://github.com/FFmpeg/FFmpeg/archive/refs/tags/n4.0.4.zip && unzip n4.0.4.zip && cd FFmpeg-n4.0.4/ && sudo ldconfig && \
export PKG_CONFIG_PATH="/usr/local/lib/pkgconfig/" && \
./configure --enable-shared --disable-static --enable-libx264 --enable-libx265 --enable-libfdk-aac --enable-libass --enable-gpl --enable-nonfree && \
make -j8 && sudo make install && cd
# install MIVisionX neural net dependency - Level 4
RUN DEBIAN_FRONTEND=noninteractive apt-get -y install sqlite3 libsqlite3-dev libbz2-dev libssl-dev python-dev python3-dev autoconf automake libtool curl make g++ unzip && \
mkdir neuralNet && cd neuralNet && wget https://sourceforge.net/projects/half/files/half/1.12.0/half-1.12.0.zip && \
unzip half-1.12.0.zip -d half-files && sudo cp half-files/include/half.hpp /usr/local/include/ && \
wget https://boostorg.jfrog.io/artifactory/main/release/1.72.0/source/boost_1_72_0.tar.bz2 && tar xjvf boost_1_72_0.tar.bz2 && \
cd boost_1_72_0 && ./bootstrap.sh --prefix=/usr/local --with-python=python3 && \
./b2 stage -j16 threading=multi link=shared cxxflags="-std=c++11" && \
sudo ./b2 install threading=multi link=shared --with-system --with-filesystem && \
./b2 stage -j16 threading=multi link=static cxxflags="-std=c++11 -fpic" cflags="-fpic" && \
sudo ./b2 install threading=multi link=static --with-system --with-filesystem && cd ../ && \
git clone -b rocm-4.2.0 https://github.com/RadeonOpenCompute/rocm-cmake.git && cd rocm-cmake && mkdir build && cd build && \
cmake ../ && make -j8 && sudo make install && cd ../../ && \
wget https://github.com/ROCmSoftwarePlatform/MIOpenGEMM/archive/1.1.5.zip && unzip 1.1.5.zip && \
cd MIOpenGEMM-1.1.5 && mkdir build && cd build && cmake ../ && make -j8 && sudo make install && cd ../../ && \
wget https://github.com/ROCmSoftwarePlatform/MIOpen/archive/2.14.0.zip && unzip 2.14.0.zip && \
cd MIOpen-2.14.0 && mkdir build && cd build && \
#cd MIOpen-2.14.0 && sudo cmake -P install_deps.cmake --minimum && mkdir build && cd build && \ - deps install turned off
CXX=/opt/rocm/llvm/bin/clang++ cmake -DMIOPEN_BACKEND=HIP ../ && make -j8 && make MIOpenDriver && sudo make install && cd ../../ && \
git clone -b v3.12.0 https://github.com/protocolbuffers/protobuf.git && cd protobuf && git submodule update --init --recursive && \
./autogen.sh && ./configure && make -j8 && make check -j8 && sudo make install && sudo ldconfig && cd
# install MIVisionX rocAL dependency - Level 5
RUN DEBIAN_FRONTEND=noninteractive apt-get -y install libgflags-dev libgoogle-glog-dev liblmdb-dev nasm yasm libjsoncpp-dev clang && \
git clone -b 2.0.6.1 https://github.com/rrawther/libjpeg-turbo.git && cd libjpeg-turbo && mkdir build && cd build && \
cmake -DCMAKE_INSTALL_PREFIX=/usr -DCMAKE_BUILD_TYPE=RELEASE -DENABLE_STATIC=FALSE -DCMAKE_INSTALL_DOCDIR=/usr/share/doc/libjpeg-turbo-2.0.3 \
-DCMAKE_INSTALL_DEFAULT_LIBDIR=lib ../ && make -j4 && sudo make install && cd ../../ && \
git clone -b 0.92 https://github.com/GPUOpen-ProfessionalCompute-Libraries/rpp.git && cd rpp && mkdir build && cd build && \
cmake -DBACKEND=HIP ../ && make -j4 && sudo make install && cd
WORKDIR /workspace
# install MIVisionX
RUN git clone https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX.git && mkdir build && cd build && \
cmake -DBACKEND=HIP ../MIVisionX && make -j8 && make install