FROM ubuntu:16.04 ENV TERM linux ENV DEBIAN_FRONTEND noninteractive # Forward system proxy setting # ARG proxy # ENV http_proxy $proxy # ENV https_proxy $proxy # Basic apt update RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends locales ca-certificates && rm -rf /var/lib/apt/lists/* # Set the locale to en_US.UTF-8, because the Yocto build fails without any locale set. RUN locale-gen en_US.UTF-8 && update-locale LC_ALL=en_US.UTF-8 LANG=en_US.UTF-8 ENV LANG en_US.UTF-8 ENV LC_ALL en_US.UTF-8 # Again, off the certificare RUN echo "check_certificate = off" >> ~/.wgetrc RUN echo "[global] \n\ trusted-host = pypi.python.org \n \ \t pypi.org \n \ \t files.pythonhosted.org" >> /etc/pip.conf # Get basic packages RUN apt-get update && apt-get install -y \ apparmor \ aufs-tools \ automake \ bash-completion \ btrfs-tools \ build-essential \ cmake \ createrepo \ curl \ dpkg-sig \ g++ \ gcc \ git \ iptables \ jq \ libapparmor-dev \ libc6-dev \ libcap-dev \ libsystemd-dev \ libyaml-dev \ mercurial \ net-tools \ parallel \ pkg-config \ python-dev \ python-mock \ python-pip \ python-setuptools \ python-websocket \ golang-go \ iproute2 \ iputils-ping \ vim-common \ vim \ wget \ libtool \ unzip \ scons \ curl \ autoconf \ libtool \ build-essential \ g++ \ cmake && rm -rf /var/lib/apt/lists/* # Install Cross-compiling ToolChain RUN apt-get update && apt-get install -y crossbuild-essential-arm64 # Build and install Google's Protobuf library # Download and Extract RUN mkdir -p $HOME/google && \ cd $HOME/google && \ wget https://github.com/protocolbuffers/protobuf/releases/download/v3.12.0/protobuf-all-3.12.0.tar.gz && \ tar -zxvf protobuf-all-3.12.0.tar.gz # Build a native (x86_64) version RUN cd $HOME/google/protobuf-3.12.0 && \ mkdir x86_build && cd x86_build && \ ../configure --prefix=$HOME/armnn-devenv/google/x86_64_pb_install && \ make install -j$(nproc) # Build the arm64 version of the protobuf libraries RUN cd $HOME/google/protobuf-3.12.0 && \ mkdir arm64_build && cd arm64_build && \ export CC=aarch64-linux-gnu-gcc && \ export CXX=aarch64-linux-gnu-g++ && \ ../configure --host=aarch64-linux \ --prefix=$HOME/armnn-devenv/google/arm64_pb_install \ --with-protoc=$HOME/armnn-devenv/google/x86_64_pb_install/bin/protoc && \ make install -j$(nproc) # Build Caffe for x86_64 # Dep Install RUN apt-get update && apt-get install -y \ libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev \ --no-install-recommends libboost-all-dev \ libgflags-dev libgoogle-glog-dev liblmdb-dev \ libopenblas-dev \ libatlas-base-dev # Makefile update # To Do: Don't copy the Local Make file to docker # RUN cd $HOME/caffe/ && rm Makefile.config.example COPY Makefile.config /tmp RUN mv /tmp/Makefile.config $HOME/caffe/ # Dep Error - Bug ARMNN RUN apt-get update && apt-get install -y \ python-numpy # Setup Env # ENV PATH=$HOME/armnn-devenv/google/x86_64_pb_install/bin/:$PATH # ENV LD_LIBRARY_PATH=$HOME/armnn-devenv/google/x86_64_pb_install/lib/:$LD_LIBRARY_PATH # Build Boost library for arm64 RUN cd $HOME && wget http://downloads.sourceforge.net/project/boost/boost/1.64.0/boost_1_64_0.tar.gz && \ tar xfz boost_1_64_0.tar.gz && \ rm boost_1_64_0.tar.gz && \ cd boost_1_64_0 && \ echo "using gcc : arm : aarch64-linux-gnu-g++ ;" > user_config.jam && \ ./bootstrap.sh --prefix=$HOME/armnn-devenv/boost_arm64_install && \ ./b2 install toolset=gcc-arm link=static cxxflags=-fPIC --with-filesystem --with-test --with-log --with-program_options -j$(nproc) --user-config=user_config.jam # Download ArmNN RUN cd $HOME/armnn-devenv && git clone https://github.com/ARM-software/armnn.git # Build Compute Library RUN cd $HOME/armnn-devenv/ && git clone https://review.mlplatform.org/ml/ComputeLibrary && \ cd ComputeLibrary && \ git checkout $($HOME/armnn-devenv/armnn/scripts/get_compute_library.sh -p) && \ scons Werror=0 arch=arm64-v8a neon=1 opencl=1 embed_kernels=1 extra_cxx_flags="-fPIC" -j$(nproc) internal_only=0 # Build Tensorflow 2.3.1 RUN cd $HOME/armnn-devenv && git clone https://github.com/tensorflow/tensorflow.git && \ cd tensorflow && \ git checkout fcc4b966f1265f466e82617020af93670141b009 && \ ../armnn/scripts/generate_tensorflow_protobuf.sh ../tensorflow-protobuf ../google/x86_64_pb_install # Download Flatbuffer RUN cd $HOME/armnn-devenv && \ wget -O flatbuffers-1.12.0.tar.gz https://github.com/google/flatbuffers/archive/v1.12.0.tar.gz && \ tar xf flatbuffers-1.12.0.tar.gz && \ cd flatbuffers-1.12.0 && \ rm -f CMakeCache.txt # Build a native (x86_64) version RUN cd $HOME/armnn-devenv && cd flatbuffers-1.12.0 && \ mkdir build && \ cd build && \ cmake .. -DFLATBUFFERS_BUILD_FLATC=1 \ -DCMAKE_INSTALL_PREFIX:PATH=$HOME/armnn-devenv/flatbuffers \ -DFLATBUFFERS_BUILD_TESTS=0 && \ make all install -j$(nproc) # Build arm64 version of flatbuffer RUN cd $HOME/armnn-devenv&& cd flatbuffers-1.12.0 && \ mkdir build-arm64 && \ cd build-arm64 && \ CXXFLAGS="-fPIC" cmake .. -DCMAKE_C_COMPILER=/usr/bin/aarch64-linux-gnu-gcc \ -DCMAKE_CXX_COMPILER=/usr/bin/aarch64-linux-gnu-g++ \ -DFLATBUFFERS_BUILD_FLATC=1 \ -DCMAKE_INSTALL_PREFIX:PATH=$HOME/armnn-devenv/flatbuffers-arm64 \ -DFLATBUFFERS_BUILD_TESTS=0 && \ make all install -j$(nproc) # Build onnx RUN cd $HOME/armnn-devenv && git clone https://github.com/onnx/onnx.git && \ cd onnx && \ git fetch https://github.com/onnx/onnx.git 553df22c67bee5f0fe6599cff60f1afc6748c635 && git checkout FETCH_HEAD && \ LD_LIBRARY_PATH=$HOME/armnn-devenv/google/x86_64_pb_install/lib:$LD_LIBRARY_PATH \ $HOME/armnn-devenv/google/x86_64_pb_install/bin/protoc \ onnx/onnx.proto --proto_path=. --proto_path=../google/x86_64_pb_install/include --cpp_out $HOME/armnn-devenv/onnx # Build TfLite RUN cd $HOME/armnn-devenv && \ mkdir tflite && \ cd tflite && \ cp ../tensorflow/tensorflow/lite/schema/schema.fbs . && \ ../flatbuffers-1.12.0/build/flatc -c --gen-object-api --reflect-types --reflect-names schema.fbs # Build ArmNN RUN cd $HOME/armnn-devenv && \ cd armnn && mkdir build && cd build && \ export CXX=aarch64-linux-gnu-g++ && \ export CC=aarch64-linux-gnu-gcc && \ cmake .. \ -DCMAKE_CXX_FLAGS=-w \ -DBUILD_TESTS=1 \ -DARMCOMPUTE_ROOT=$HOME/armnn-devenv/ComputeLibrary \ -DARMCOMPUTE_BUILD_DIR=$HOME/armnn-devenv/ComputeLibrary/build/ \ -DBOOST_ROOT=$HOME/armnn-devenv/boost_arm64_install/ \ -DARMCOMPUTENEON=1 -DARMCOMPUTECL=1 -DARMNNREF=1 \ -DONNX_GENERATED_SOURCES=$HOME/armnn-devenv/onnx \ -DBUILD_ONNX_PARSER=1 \ -DTF_GENERATED_SOURCES=$HOME/armnn-devenv/tensorflow-protobuf \ -DBUILD_TF_PARSER=1 \ -DBUILD_TF_LITE_PARSER=1 \ -DTF_LITE_GENERATED_PATH=$HOME/armnn-devenv/tflite \ -DFLATBUFFERS_ROOT=$HOME/armnn-devenv/flatbuffers-arm64 \ -DFLATC_DIR=$HOME/armnn-devenv/flatbuffers-1.12.0/build \ -DPROTOBUF_ROOT=$HOME/armnn-devenv/google/x86_64_pb_install \ -DPROTOBUF_LIBRARY_DEBUG=$HOME/armnn-devenv/google/arm64_pb_install/lib/libprotobuf.so.23.0.0 \ -DPROTOBUF_LIBRARY_RELEASE=$HOME/armnn-devenv/google/arm64_pb_install/lib/libprotobuf.so.23.0.0 && \ make -j$(nproc)