Dockerfile

FROM ubuntu:16.04
MAINTAINER zoumao@virtaitech.com

RUN sed -i 's/archive.ubuntu.com/mirrors.ustc.edu.cn/g' /etc/apt/sources.list

RUN apt update -y &&\
    apt install -y libcurl4-openssl-dev &&\
    apt install -y python3-dev python3-pip &&\
    apt install -y git wget curl bc net-tools &&\
    apt install -y lsb-core &&\
    apt install -y vim &&\
    apt install -y iproute2 &&\
    apt install -y librdmacm1 libibverbs1 &&\
    apt clean

# Install RDMA driver
WORKDIR /tmp
RUN wget http://content.mellanox.com/ofed/MLNX_OFED-4.5-1.0.1.0/MLNX_OFED_LINUX-4.5-1.0.1.0-ubuntu16.04-x86_64.tgz
RUN tar xvf MLNX_OFED_LINUX-4.5-1.0.1.0-ubuntu16.04-x86_64.tgz &&\
    cd MLNX_OFED_LINUX-4.5-1.0.1.0-ubuntu16.04-x86_64 &&\ 
    ./mlnxofedinstall --user-space-only --without-fw-update --all --force -q &&\
    cd /tmp && rm -rf *

# Configurate pip source
COPY pip.conf /etc/

# Install Python packages
COPY requirements.txt .
RUN pip3 install -r requirements.txt && rm requirements.txt

# Install PaddlePaddle 1.5
WORKDIR /opt
COPY paddlepaddle_gpu-0.0.0-cp35-cp35m-linux_x86_64.whl .
RUN pip3 install paddlepaddle_gpu-0.0.0-cp35-cp35m-linux_x86_64.whl

# PaddlePaddle official examples
WORKDIR /root
RUN git clone https://github.com/PaddlePaddle/book.git
# Modify 08.machine_translation to use GPU
RUN cd book/08.machine_translation && sed -i 's/use_cuda = False/use_cuda = True/g' train.py
# Prepare datasets
# RUN mkdir -p .cache/paddle
# COPY dataset .cache/paddle/dataset

# Install Orion Client runtime
WORKDIR /opt
COPY install-client-10.0 .
RUN chmod +x install-client-10.0 && ./install-client-10.0 -q

# Set default ORION_VGPU for each process requesting vgpu resources
ENV ORION_VGPU 1
ENV ORION_GMEM 4096

WORKDIR /root
CMD ["/bin/bash"]