# A image for building paddle binaries # Use cuda devel base image for both cpu and gpu environment # When you modify it, please be aware of cudnn-runtime version FROM nvidia/cuda:8.0-cudnn7-devel-ubuntu16.04 MAINTAINER PaddlePaddle Authors ARG UBUNTU_MIRROR RUN /bin/bash -c 'if [[ -n ${UBUNTU_MIRROR} ]]; then sed -i 's#http://archive.ubuntu.com/ubuntu#${UBUNTU_MIRROR}#g' /etc/apt/sources.list; fi' # ENV variables ARG WITH_GPU ARG WITH_AVX ENV WITH_GPU=${WITH_GPU:-ON} ENV WITH_AVX=${WITH_AVX:-ON} ENV HOME /root # Add bash enhancements COPY ./paddle/scripts/docker/root/ /root/ # Prepare packages for Python RUN apt-get update && \ apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev \ libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev \ xz-utils tk-dev libffi-dev liblzma-dev # Downgrade gcc&&g++ RUN apt-get update WORKDIR /usr/bin RUN apt install -y gcc-4.8 g++-4.8 RUN cp gcc gcc.bak RUN cp g++ g++.bak RUN rm gcc RUN rm g++ RUN ln -s gcc-4.8 gcc RUN ln -s g++-4.8 g++ # Install cmake3.16.0 RUN mkdir -p /root/cmake_build && wget -q https://cmake.org/files/v3.16/cmake-3.16.0.tar.gz && \ tar -zxvf cmake-3.16.0.tar.gz && rm cmake-3.16.0.tar.gz && \ cd cmake-3.16.0 && ./bootstrap > /dev/null && \ make -j8 > /dev/null && make install > /dev/null && \ ln -s /usr/local/bin/cmake /usr/bin/cmake ENV PATH=/usr/local/bin:$PATH RUN rm -r /root/cmake_build # Install Python3.6 RUN mkdir -p /root/python_build/ && wget -q https://www.sqlite.org/2018/sqlite-autoconf-3250300.tar.gz && \ tar -zxf sqlite-autoconf-3250300.tar.gz && cd sqlite-autoconf-3250300 && \ ./configure -prefix=/usr/local && make -j8 && make install && cd ../ && rm sqlite-autoconf-3250300.tar.gz && \ wget -q https://www.python.org/ftp/python/3.6.0/Python-3.6.0.tgz && \ tar -xzf Python-3.6.0.tgz && cd Python-3.6.0 && \ CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \ make -j8 > /dev/null && make altinstall > /dev/null # Install Python3.7 RUN wget -q https://www.python.org/ftp/python/3.7.0/Python-3.7.0.tgz && \ tar -xzf Python-3.7.0.tgz && cd Python-3.7.0 && \ CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \ make -j8 > /dev/null && make altinstall > /dev/null RUN rm -r /root/python_build RUN apt-get update && \ apt-get install -y --allow-downgrades --allow-change-held-packages \ python3 python3-dev python3-pip \ git python-pip python-dev python-opencv openssh-server bison \ libnccl2=2.1.2-1+cuda8.0 libnccl-dev=2.1.2-1+cuda8.0 \ wget unzip unrar tar xz-utils bzip2 gzip coreutils ntp \ curl sed grep graphviz libjpeg-dev zlib1g-dev \ python-matplotlib gcc-4.8 g++-4.8 \ automake locales clang-format swig \ liblapack-dev liblapacke-dev \ clang-3.8 llvm-3.8 libclang-3.8-dev \ net-tools libtool ccache && \ apt-get clean -y # Install Python2.7.15 to replace original python WORKDIR /home ENV version=2.7.15 RUN wget https://www.python.org/ftp/python/$version/Python-$version.tgz RUN tar -xvf Python-$version.tgz WORKDIR /home/Python-$version RUN ./configure --enable-unicode=ucs4 --enable-shared CFLAGS=-fPIC --prefix=/usr/local/python2.7.15 RUN make && make install RUN echo "export PATH=/usr/local/bin:${PATH}" >> ~/.bashrc RUN echo "export PATH=/usr/local/python2.7.15/include:${PATH}" >> ~/.bashrc RUN echo "export PATH=/usr/local/python2.7.15/bin:${PATH}" >> ~/.bashrc RUN echo "export LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}" >> ~/.bashrc RUN echo "export CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH" >> ~/.bashrc ENV PATH=/usr/local/python2.7.15/include:${PATH} ENV PATH=/usr/local/python2.7.15/bin:${PATH} ENV LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH} ENV CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH RUN mv /usr/bin/python /usr/bin/python.bak RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/local/bin/python RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/bin/python WORKDIR /home RUN wget https://files.pythonhosted.org/packages/b0/d1/8acb42f391cba52e35b131e442e80deffbb8d0676b93261d761b1f0ef8fb/setuptools-40.6.2.zip RUN apt-get -y install unzip RUN unzip setuptools-40.6.2.zip WORKDIR /home/setuptools-40.6.2 RUN python setup.py build RUN python setup.py install WORKDIR /home RUN wget https://files.pythonhosted.org/packages/69/81/52b68d0a4de760a2f1979b0931ba7889202f302072cc7a0d614211bc7579/pip-18.0.tar.gz RUN tar -zxvf pip-18.0.tar.gz WORKDIR pip-18.0 RUN python setup.py install WORKDIR /home RUN rm Python-$version.tgz setuptools-40.6.2.zip pip-18.0.tar.gz && \ rm -r Python-$version setuptools-40.6.2 pip-18.0 # Install Go and glide RUN wget -qO- https://storage.googleapis.com/golang/go1.8.1.linux-amd64.tar.gz | \ tar -xz -C /usr/local && \ mkdir /root/gopath && \ mkdir /root/gopath/bin && \ mkdir /root/gopath/src ENV GOROOT=/usr/local/go GOPATH=/root/gopath # should not be in the same line with GOROOT definition, otherwise docker build could not find GOROOT. ENV PATH=${PATH}:${GOROOT}/bin:${GOPATH}/bin # install glide RUN curl -s -q https://glide.sh/get | sh # Install TensorRT # following TensorRT.tar.gz is not the default official one, we do two miny changes: # 1. Remove the unnecessary files to make the library small. TensorRT.tar.gz only contains include and lib now, # and its size is only one-third of the official one. # 2. Manually add ~IPluginFactory() in IPluginFactory class of NvInfer.h, otherwise, it couldn't work in paddle. # See https://github.com/PaddlePaddle/Paddle/issues/10129 for details. RUN wget -q https://paddlepaddledeps.bj.bcebos.com/TensorRT-4.0.1.6-ubuntu14.04.x86_64-gnu.cuda.8.0.cudnn7.0.tar.gz --no-check-certificate && \ tar -zxf TensorRT-4.0.1.6-ubuntu14.04.x86_64-gnu.cuda.8.0.cudnn7.0.tar.gz -C /usr/local && \ cp -rf /usr/local/TensorRT/include/* /usr/include/ && \ cp -rf /usr/local/TensorRT/lib/* /usr/lib/ # git credential to skip password typing RUN git config --global credential.helper store # Fix locales to en_US.UTF-8 RUN localedef -i en_US -f UTF-8 en_US.UTF-8 # FIXME: due to temporary ipykernel dependency issue, specify ipykernel jupyter # version util jupyter fixes this issue. RUN pip3 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \ pip3.6 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \ pip3.7 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \ pip --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \ RUN pip3 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \ pip3 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \ pip3 --no-cache-dir install opencv-python && \ pip3.6 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \ pip3.6 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \ pip3.6 --no-cache-dir install opencv-python && \ pip3.7 --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \ pip3.7 --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \ pip3.7 --no-cache-dir install opencv-python && \ pip --no-cache-dir install 'pre-commit==1.10.4' 'ipython==5.3.0' && \ pip --no-cache-dir install 'ipykernel==4.6.0' 'jupyter==1.0.0' && \ pip --no-cache-dir install opencv-python #For docstring checker RUN pip3 --no-cache-dir install pylint pytest astroid isort RUN pip3.6 --no-cache-dir install pylint pytest astroid isort RUN pip3.7 --no-cache-dir install pylint pytest astroid isort RUN pip --no-cache-dir install pylint pytest astroid isort LinkChecker RUN pip3 --no-cache-dir install coverage RUN pip3.6 --no-cache-dir install coverage RUN pip3.7 --no-cache-dir install coverage RUN pip --no-cache-dir install coverage COPY ./python/requirements.txt /root/ RUN pip3 --no-cache-dir install -r /root/requirements.txt RUN pip3.6 --no-cache-dir install -r /root/requirements.txt RUN pip3.7 --no-cache-dir install -r /root/requirements.txt RUN pip --no-cache-dir install -r /root/requirements.txt # To fix https://github.com/PaddlePaddle/Paddle/issues/1954, we use # the solution in https://urllib3.readthedocs.io/en/latest/user-guide.html#ssl-py2 RUN apt-get install -y libssl-dev libffi-dev && apt-get clean -y RUN pip3 --no-cache-dir install certifi urllib3[secure] RUN pip3.6 --no-cache-dir install certifi urllib3[secure] RUN pip3.7 --no-cache-dir install certifi urllib3[secure] RUN pip --no-cache-dir install certifi urllib3[secure] # ar mishandles 4GB files # https://sourceware.org/bugzilla/show_bug.cgi?id=14625 # remove them when apt-get support 2.27 and higher version RUN wget -q https://launchpad.net/ubuntu/+archive/primary/+sourcefiles/binutils/2.27-9ubuntu1/binutils_2.27.orig.tar.gz && \ tar -xzf binutils_2.27.orig.tar.gz && \ cd binutils-2.27 && \ ./configure && make -j && make install && cd .. && rm -rf binutils-2.27 binutils_2.27.orig.tar.gz RUN wget --no-check-certificate https://pslib.bj.bcebos.com/openmpi-1.4.5.tar.gz && tar -xzf openmpi-1.4.5.tar.gz && \ cd openmpi-1.4.5 && ./configure --prefix=/usr/local && make all -j8 && make install -j8 && \ export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH && export PATH=/usr/local/bin:$PATH && cd .. && \ rm -rf openmpi-1.4.5.tar.gz && pip --no-cache-dir install mpi4py && ln -fs /bin/bash /bin/sh && \ apt-get install libprotobuf-dev -y RUN pip --no-cache-dir install -U netifaces==0.10.9 # Older versions of patchelf limited the size of the files being processed and were fixed in this pr. # https://github.com/NixOS/patchelf/commit/ba2695a8110abbc8cc6baf0eea819922ee5007fa # So install a newer version here. RUN wget -q http://mirrors.kernel.org/ubuntu/pool/universe/p/patchelf/patchelf_0.10-2_amd64.deb && \ dpkg -i patchelf_0.10-2_amd64.deb # Configure OpenSSH server. c.f. https://docs.docker.com/engine/examples/running_ssh_service RUN mkdir /var/run/sshd RUN echo 'root:root' | chpasswd RUN sed -ri 's/^PermitRootLogin\s+.*/PermitRootLogin yes/' /etc/ssh/sshd_config RUN sed -ri 's/UsePAM yes/#UsePAM yes/g' /etc/ssh/sshd_config CMD source ~/.bashrc EXPOSE 22