Dockerfile.cuda10.2-cudnn8 6.6 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
FROM hub.baidubce.com/ctr/cuda:10.2-cudnn8-devel-ubuntu16.04
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}

ENV HOME /root
# Add bash enhancements
COPY tools/dockerfile/scripts/root/ /root/

# Prepare packages for Python
RUN apt-get update && \
    apt-get install -y make build-essential

RUN apt-get update && \
    apt-get install -y --allow-downgrades --allow-change-held-packages \
    python-pip python-dev python-opencv \
    wget tar xz-utils bzip2 \
    curl sed grep  \
    python-matplotlib \
    vim && \
    apt-get clean -y

# Downgrade gcc&&g++
WORKDIR /usr/bin 
      COPY tools/dockerfile/build_scripts /build_scripts 
      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 apt-get install -y make automake

# 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 && ldconfig

ENV PATH=/usr/local/include/python3.6m/:${PATH}
ENV PATH=/usr/local/bin:${PATH}
ENV LD_LIBRARY_PATH=/usr/local/lib:${LD_LIBRARY_PATH}
ENV CPLUS_INCLUDE_PATH=/usr/local/include/python3.6m/:$CPLUS_INCLUDE_PATH
RUN 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

# 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 && tar -xvf Python-$version.tgz
WORKDIR /home/Python-$version
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
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 && 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

WORKDIR /home
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
WORKDIR /home/setuptools-40.6.2
RUN python setup.py build && python setup.py install
WORKDIR /home
RUN wget https://files.pythonhosted.org/packages/69/81/52b68d0a4de760a2f1979b0931ba7889202f302072cc7a0d614211bc7579/pip-18.0.tar.gz && tar -zxvf pip-18.0.tar.gz
WORKDIR pip-18.0
RUN python setup.py install && \
  python3.6 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://dl.google.com/go/go1.14.linux-amd64.tar.gz | \
    tar -xz -C /usr/local && \
    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:$PATH" >> /root/.bashrc
ENV GOROOT=/usr/local/go GOPATH=/root/go
# should not be in the same line with GOROOT definition, otherwise docker build could not find GOROOT.
ENV PATH=usr/local/go/bin:/root/go/bin:${PATH}

# 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.

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

# 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

# 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.

# Configure OpenSSH server. c.f. https://docs.docker.com/engine/examples/running_ssh_service
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

RUN 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

EXPOSE 22