Dockerfile.cuda10_cudnn7_gcc8_ubuntu16 11.3 KB
Newer Older
I
iducn 已提交
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21
# 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:10.1-cudnn7-devel-ubuntu16.04
MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>

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 WOBOQ OFF
ENV WITH_GPU=${WITH_GPU:-ON}
ENV WITH_AVX=${WITH_AVX:-ON}

ENV HOME /root
# Add bash enhancements
COPY ./paddle/scripts/docker/root/ /root/

22 23 24 25
ENV PATH=/usr/local/gcc-8.2/bin:$PATH
RUN rm -rf /temp_gcc82 && rm -rf /gcc-8.2.0.tar.xz && rm -rf /gcc-8.2.0

# Prepare packages for Python
26
# apt install openmpi: In order to run a single test of pslib coverage
27 28 29
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 \
30
    xz-utils tk-dev libffi-dev liblzma-dev openmpi-bin openmpi-doc libopenmpi-dev
31

I
iducn 已提交
32 33 34 35 36 37 38 39 40 41 42 43
# gcc8.2
RUN wget -q https://paddle-docker-tar.bj.bcebos.com/home/users/tianshuo/bce-python-sdk-0.8.27/gcc-8.2.0.tar.xz && \
  tar -xvf gcc-8.2.0.tar.xz && \
  cd gcc-8.2.0 && \
  sed -i 's#ftp://gcc.gnu.org/pub/gcc/infrastructure/#https://paddle-ci.gz.bcebos.com/#g' ./contrib/download_prerequisites && \
  unset LIBRARY_PATH CPATH C_INCLUDE_PATH PKG_CONFIG_PATH CPLUS_INCLUDE_PATH INCLUDE && \
  ./contrib/download_prerequisites && \
  cd .. && mkdir temp_gcc82 && cd temp_gcc82 && \
  ../gcc-8.2.0/configure --prefix=/usr/local/gcc-8.2 --enable-threads=posix --disable-checking --disable-multilib && \
  make -j8 && make install

ENV PATH=/usr/local/gcc-8.2/bin:$PATH
I
iducn 已提交
44
ENV LD_LIBRARY_PATH=/usr/local/gcc-8.2/lib64:$LD_LIBRARY_PATH
I
iducn 已提交
45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110
RUN rm -rf /temp_gcc82 && rm -rf /gcc-8.2.0.tar.xz && rm -rf /gcc-8.2.0

# 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 \
    patchelf python3 python3-dev python3-pip \
    git python-pip python-dev python-opencv openssh-server bison \
    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 && \
    apt-get clean -y

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

# 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/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
G
gongweibao 已提交
111 112

RUN wget https://files.pythonhosted.org/packages/69/81/52b68d0a4de760a2f1979b0931ba7889202f302072cc7a0d614211bc7579/pip-18.0.tar.gz && tar -zxvf pip-18.0.tar.gz
I
iducn 已提交
113
WORKDIR pip-18.0
G
gongweibao 已提交
114 115 116 117
RUN python setup.py install && \
  python3.7 setup.py install && \
  python3.6 setup.py install && \
  python3 setup.py install
I
iducn 已提交
118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141

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://paddle-ci.cdn.bcebos.com/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.

142 143
RUN wget -q https://paddlepaddledeps.bj.bcebos.com/TensorRT-6.0.1.5.Ubuntu-16.04.x86_64-gnu.cuda-10.1.cudnn7.tar.gz --no-check-certificate && \
    tar -zxf TensorRT-6.0.1.5.Ubuntu-16.04.x86_64-gnu.cuda-10.1.cudnn7.tar.gz -C /usr/local && \
I
iducn 已提交
144 145 146 147 148 149 150 151 152 153 154 155 156 157 158
    cp -rf /usr/local/TensorRT-6.0.1.5/include/* /usr/include/ && cp -rf /usr/local/TensorRT-6.0.1.5/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.

# specify sphinx version as 1.5.6 and remove -U option for [pip install -U
# sphinx-rtd-theme] since -U option will cause sphinx being updated to newest
# version(1.7.1 for now), which causes building documentation failed.
RUN pip3 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182
    pip3 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6  && \
    pip3 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark  && \
    pip3.6 --no-cache-dir install -U wheel py-cpuinfo==5.0.0  && \
    pip3.6 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6  && \
    pip3.6 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark  && \
    pip3.7 --no-cache-dir install -U wheel py-cpuinfo==5.0.0  && \
    pip3.7 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6  && \
    pip3.7 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark  && \
    pip --no-cache-dir install -U wheel py-cpuinfo==5.0.0  && \
    pip --no-cache-dir install -U docopt PyYAML sphinx==1.5.6  && \
    pip --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark 

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
I
iducn 已提交
183 184

#For docstring checker
185 186 187 188
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 
I
iducn 已提交
189

190 191 192 193
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 
I
iducn 已提交
194 195

COPY ./python/requirements.txt /root/
196 197 198 199
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 
I
iducn 已提交
200 201 202 203

# 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
204 205 206 207
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] 
I
iducn 已提交
208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224


# Install woboq_codebrowser to /woboq
RUN git clone https://github.com/woboq/woboq_codebrowser /woboq && \
    (cd /woboq \
     cmake -DLLVM_CONFIG_EXECUTABLE=/usr/bin/llvm-config-3.8 \
           -DCMAKE_BUILD_TYPE=Release . \
     make)

# 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://paddle-ci.gz.bcebos.com/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

225 226
RUN apt-get install libprotobuf-dev -y
RUN pip --no-cache-dir install -U netifaces==0.10.9 
I
iducn 已提交
227 228 229 230 231 232 233 234

# 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

G
gongweibao 已提交
235 236 237
RUN wget --no-check-certificate  -q https://paddle-edl.bj.bcebos.com/hadoop-2.7.7.tar.gz && \
     tar -xzf  hadoop-2.7.7.tar.gz && mv hadoop-2.7.7 /usr/local/

I
iducn 已提交
238 239 240 241 242 243 244
# 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