Dockerfile.cuda11-cudnn8.devel 9.6 KB
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# 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
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FROM hub.baidubce.com/ctr/cuda:11.0-cudnn8-devel-ubuntu18.04
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MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>

# ENV variables
ARG WITH_GPU
ARG WITH_AVX

ENV WITH_GPU=${WITH_GPU:-ON}
ENV WITH_AVX=${WITH_AVX:-ON}
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ENV DEBIAN_FRONTEND=noninteractive
ENV LD_LIBRARY_PATH=/usr/local/cuda-11.0/targets/x86_64-linux/lib:$LD_LIBRARY_PATH
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ENV HOME /root
# Add bash enhancements
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COPY tools/dockerfile/scripts/root/ /root/
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RUN apt-get update && \
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  apt-get install -y software-properties-common && add-apt-repository ppa:deadsnakes/ppa && \
  apt-get update && \
  apt-get install -y curl wget vim git unzip unrar tar xz-utils libssl-dev bzip2 gzip \ 
    coreutils ntp language-pack-zh-hans python-qt4 libsm6 libxext6 libxrender-dev libgl1-mesa-glx \
    bison graphviz libjpeg-dev zlib1g-dev automake locales swig net-tools libtool module-init-tools libcurl4-openssl-dev libffi-dev

RUN ln -s /usr/lib/x86_64-linux-gnu/libssl.so.1.0.0 /usr/lib/libssl.so.10 && \
    ln -s /usr/lib/x86_64-linux-gnu/libcrypto.so.1.0.0 /usr/lib/libcrypto.so.10
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# Downgrade gcc&&g++
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WORKDIR /usr/bin 
COPY tools/dockerfile/build_scripts /build_scripts 
RUN bash /build_scripts/install_trt.sh
RUN bash /build_scripts/install_gcc.sh gcc82 && rm -rf /build_scripts 
RUN cp gcc gcc.bak && cp g++ g++.bak && rm gcc && rm g++ 
RUN ln -s /usr/local/gcc-8.2/bin/gcc /usr/local/bin/gcc 
RUN ln -s /usr/local/gcc-8.2/bin/g++ /usr/local/bin/g++ 
RUN ln -s /usr/local/gcc-8.2/bin/gcc /usr/bin/gcc 
RUN ln -s /usr/local/gcc-8.2/bin/g++ /usr/bin/g++ 
ENV PATH=/usr/local/gcc-8.2/bin:$PATH 


# install cmake
WORKDIR /home
RUN wget -q https://cmake.org/files/v3.16/cmake-3.16.0-Linux-x86_64.tar.gz && tar -zxvf cmake-3.16.0-Linux-x86_64.tar.gz && rm cmake-3.16.0-Linux-x86_64.tar.gz
ENV PATH=/home/cmake-3.16.0-Linux-x86_64/bin:$PATH

# install cmake
WORKDIR /home
RUN wget -q https://cmake.org/files/v3.16/cmake-3.16.0-Linux-x86_64.tar.gz && tar -zxvf cmake-3.16.0-Linux-x86_64.tar.gz && rm cmake-3.16.0-Linux-x86_64.tar.gz
ENV PATH=/home/cmake-3.16.0-Linux-x86_64/bin:$PATH
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# 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 && \
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    make -j8 > /dev/null && make altinstall > /dev/null && ldconfig
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# 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 && \
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    make -j8 > /dev/null && make altinstall > /dev/null && ldconfig
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# Install Python3.8
RUN wget -q https://www.python.org/ftp/python/3.8.0/Python-3.8.0.tgz && \
    tar -xzf Python-3.8.0.tgz && cd Python-3.8.0 && \
    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
    make -j8 > /dev/null && make altinstall > /dev/null && ldconfig
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# Install Python3.5
RUN wget -q https://www.python.org/ftp/python/3.5.1/Python-3.5.1.tgz && \
    tar -xzf Python-3.5.1.tgz && cd Python-3.5.1 && \
    CFLAGS="-Wformat" ./configure --prefix=/usr/local/python3.5.1 --enable-shared > /dev/null && \
    make -j8 > /dev/null && make altinstall > /dev/null && ldconfig

ENV PATH=/usr/local/include/python3.6m/:/usr/local/python3.5.1/include:${PATH}
ENV PATH=/usr/local/bin:/usr/local/python3.5.1/bin:${PATH}
ENV LD_LIBRARY_PATH=/usr/local/lib:/usr/local/python3.5.1/lib:${LD_LIBRARY_PATH}
ENV CPLUS_INCLUDE_PATH=/usr/local/python3.5.1/include/python3.5:/usr/local/include/python3.6m/:$CPLUS_INCLUDE_PATH
RUN ln -sf /usr/local/python3.5.1/bin/python3.5 /usr/local/bin/python3.5 && ln -sf /usr/local/python3.5.1/bin/python3.5 /usr/bin/python3.5 && ln -sf /usr/local/python3.5.1/bin/pip3.5 /usr/local/bin/pip3.5 && ln -sf /usr/local/python3.5.1/bin/pip3.5 /usr/bin/pip3.5 &&  ln -sf /usr/local/bin/python3.6 /usr/local/bin/python3 && ln -sf /usr/local/bin/python3.6 /usr/bin/python3 && ln -sf /usr/local/bin/pip3.6 /usr/local/bin/pip3 && ln -sf /usr/local/bin/pip3.6 /usr/bin/pip3

RUN rm -r /root/python_build
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# Install Python2.7.15 to replace original python
WORKDIR /home
ENV version=2.7.15
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RUN wget https://www.python.org/ftp/python/$version/Python-$version.tgz && tar -xvf Python-$version.tgz
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WORKDIR /home/Python-$version
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RUN ./configure --enable-unicode=ucs4 --enable-shared CFLAGS=-fPIC --prefix=/usr/local/python2.7.15 && make && make install

RUN echo "export PATH=/usr/local/python2.7.15/include:${PATH}" >> ~/.bashrc && echo "export PATH=/usr/local/python2.7.15/bin:${PATH}" >> ~/.bashrc && echo "export LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}" >> ~/.bashrc && echo "export CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH" >> ~/.bashrc
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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
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RUN mv /usr/bin/python /usr/bin/python.bak && ln -s /usr/local/python2.7.15/bin/python2.7 /usr/local/bin/python && ln -s /usr/local/python2.7.15/bin/python2.7 /usr/bin/python

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WORKDIR /home
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RUN wget https://files.pythonhosted.org/packages/b0/d1/8acb42f391cba52e35b131e442e80deffbb8d0676b93261d761b1f0ef8fb/setuptools-40.6.2.zip && apt-get -y install unzip && unzip setuptools-40.6.2.zip
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WORKDIR /home/setuptools-40.6.2
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RUN python setup.py build && python setup.py install
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WORKDIR /home
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RUN wget https://files.pythonhosted.org/packages/69/81/52b68d0a4de760a2f1979b0931ba7889202f302072cc7a0d614211bc7579/pip-18.0.tar.gz && tar -zxvf pip-18.0.tar.gz
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WORKDIR pip-18.0
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RUN python setup.py install && \
  python3.8 setup.py install && \
  python3.7 setup.py install && \
  python3.6 setup.py install 
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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

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# remove them when apt-get support 2.27 and higher version
RUN wget -q https://ftp.gnu.org/gnu/binutils/binutils-2.33.1.tar.gz && \ 
    tar -xzf binutils-2.33.1.tar.gz && \ 
    cd binutils-2.33.1 && \
    ./configure && make -j && make install && cd .. && rm -rf binutils-2.33.1 binutils-2.33.1.tar.gz


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# Install Go and glide
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RUN wget -qO- https://dl.google.com/go/go1.14.linux-amd64.tar.gz | \
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    tar -xz -C /usr/local && \
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    mkdir /root/go && \
    mkdir /root/go/bin && \
    mkdir /root/go/src && \
    echo "GOROOT=/usr/local/go" >> /root/.bashrc && \
    echo "GOPATH=/root/go" >> /root/.bashrc && \
    echo "PATH=/usr/local/go/bin:/root/go/bin:$PATH" >> /root/.bashrc
ENV GOROOT=/usr/local/go GOPATH=/root/go
ENV PATH=/usr/local/go/bin:/root/go/bin:$PATH

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# 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.

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# Downgrade TensorRT
COPY tools/dockerfile/build_scripts /build_scripts
RUN bash /build_scripts/install_trt.sh
RUN rm -rf /build_scripts
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# 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

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RUN apt-get install libprotobuf-dev -y
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# 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.
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RUN wget -q https://paddle-ci.cdn.bcebos.com/patchelf_0.10-2_amd64.deb && \
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    dpkg -i patchelf_0.10-2_amd64.deb

# Configure OpenSSH server. c.f. https://docs.docker.com/engine/examples/running_ssh_service
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#RUN mkdir /var/run/sshd && echo 'root:root' | chpasswd && sed -ri 's/^PermitRootLogin\s+.*/PermitRootLogin yes/' /etc/ssh/sshd_config && sed -ri 's/UsePAM yes/#UsePAM yes/g' /etc/ssh/sshd_config
#CMD source ~/.bashrc

# ccache 3.7.9
RUN wget https://paddle-ci.gz.bcebos.com/ccache-3.7.9.tar.gz && \
    tar xf ccache-3.7.9.tar.gz && mkdir /usr/local/ccache-3.7.9 && cd ccache-3.7.9 && \
    ./configure -prefix=/usr/local/ccache-3.7.9 && \
    make -j8 && make install && \
    ln -s /usr/local/ccache-3.7.9/bin/ccache /usr/local/bin/ccache

RUN ln -s /usr/share/pyshared/lsb_release.py  /usr/bin/lsb_release.py
RUN python3.8 -m pip install --upgrade pip requests && \
    python3.7 -m pip install --upgrade pip requests && \
    python3.6 -m pip install --upgrade pip requests && \
    python2.7 -m pip install --upgrade pip requests

RUN wget https://paddle-serving.bj.bcebos.com/others/centos_ssl.tar && \
    tar xf centos_ssl.tar && rm -rf centos_ssl.tar && \
    mv libcrypto.so.1.0.2k /usr/lib/libcrypto.so.1.0.2k && mv libssl.so.1.0.2k /usr/lib/libssl.so.1.0.2k && \
    ln -sf /usr/lib/libcrypto.so.1.0.2k /usr/lib/libcrypto.so.10 && \
    ln -sf /usr/lib/libssl.so.1.0.2k /usr/lib/libssl.so.10 && \
    ln -sf /usr/lib/libcrypto.so.10 /usr/lib/libcrypto.so && \
    ln -sf /usr/lib/libssl.so.10 /usr/lib/libssl.so

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EXPOSE 22