Add Dockerfile for cuda9 and cuda10 (#17600)

* Add Dockerfile for cuda9 and cuda10

Add Dockerfile for building cuda9 cuda10 images.

Dockerfile

 # 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
-# and libcudnn.so.x in paddle/scripts/docker/build.sh
 FROM nvidia/cuda:8.0-cudnn7-devel-ubuntu16.04
 MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>
 

paddle/scripts/Dockerfile.tmp

+# 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:<baseimg>
+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 ./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
+
+# 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 \
+    libnccl2=<nccl_version> libnccl-dev=<nccl_version> \
+    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 cmake  \
+    liblapack-dev liblapacke-dev \
+    clang-3.8 llvm-3.8 libclang-3.8-dev \
+    net-tools libtool ccache && \
+    apt-get clean -y
+
+# 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_<tensor_rt_version>.tar.gz --no-check-certificate && \
+    tar -zxf TensorRT_<tensor_rt_version>.tar.gz -C /usr/local && \
+    cp -rf /usr/local/TensorRT_<tensor_rt_version>/include /usr && \
+    cp -rf /usr/local/TensorRT_<tensor_rt_version>/lib /usr
+
+# 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 && \
+    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 && \
+    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 && \
+    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 && \
+    easy_install -U pip && \
+    pip --no-cache-dir install -U pip setuptools wheel && \
+    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
+
+#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 requests==2.9.2 numpy protobuf \
+    recordio matplotlib==2.2.3 rarfile scipy Pillow \
+    nltk graphviz six funcsigs pyyaml decorator prettytable
+RUN pip3.6 --no-cache-dir install requests==2.9.2 numpy protobuf \
+    recordio matplotlib==2.2.3 rarfile scipy Pillow \
+    nltk graphviz six funcsigs pyyaml decorator prettytable
+RUN pip3.7 --no-cache-dir install requests==2.9.2 numpy protobuf \
+    recordio matplotlib==2.2.3 rarfile scipy Pillow \
+    nltk graphviz six funcsigs pyyaml decorator prettytable
+RUN pip --no-cache-dir install requests==2.9.2 numpy protobuf \
+    recordio matplotlib==2.2.3 rarfile scipy Pillow \
+    nltk graphviz six funcsigs pyyaml decorator prettytable
+
+# 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]
+
+
+# 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://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
+
+# 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
+EXPOSE 22
+

paddle/scripts/README.md

@@ -108,6 +108,13 @@ RUN pip install /paddlepaddle-0.10.0-cp27-cp27mu-linux_x86_64.whl && rm -f /*.wh
 Then build the image by running `docker build -t [REPO]/paddle:[TAG] .` under
 the directory containing your own `Dockerfile`.
 
+We also release a script and Dockerfile for building PaddlePaddle docker images
+across different cuda versions. To build these docker images, run:
+
+```bash
+REPO=[your_repo_name] bash ./build_docker_images.sh
+```
+
 - NOTE: note that you can choose different base images for your environment, you can find all the versions [here](https://hub.docker.com/r/nvidia/cuda/).
 
 ### Use Docker Images

paddle/scripts/build_docker_images.sh

+#!/bin/bash
+set -xe
+
+REPO="${REPO:-paddlepaddle}"
+
+sed 's/<baseimg>/9.0-cudnn7-devel-ubuntu16.04/g' Dockerfile.tmp | 
+sed 's/<tensor_rt_version>/5.1_ga_cuda9_cudnnv7.5/g' |
+sed 's/<nccl_version>/2.4.7-1+cuda9.0/g' > Dockerfile.cuda9.0-cudnn7
+docker build -t ${REPO}/paddle:cuda9.0-cudnn7-devel-ubuntu16.04 -f Dockerfile.cuda9.0-cudnn7 .
+
+sed 's/<baseimg>/10.0-cudnn7-devel-ubuntu16.04/g' Dockerfile.tmp | 
+sed 's/<tensor_rt_version>/5.1_ga_cuda10_cudnnv7.5/g' |
+sed 's/<nccl_version>/2.4.7-1+cuda10.0/g' > Dockerfile.cuda10.0-cudnn7
+docker build -t ${REPO}/paddle:cuda10.0-cudnn7-devel-ubuntu16.04 -f Dockerfile.cuda10.0-cudnn7 .