Dockerfile for ubuntu 16.04 + CUDA 8.0 + Caffe for deep learning

ubuntu-cuda-caffe.Dockerfile

# $ nvida-docker run -it naviocean/convert

# Download base image
FROM ubuntu:16.04

# Set environment variables
ENV PATH "/usr/local/cuda-8.0/bin:$PATH"
ENV LD_LIBRARY_PATH "/usr/local/cuda-8.0/lib:$LD_LIBRARY_PATH"

# Set keyboard configuration in advance of installing CUDA
RUN apt-get update && apt-get install -yq keyboard-configuration

# Download wget
RUN apt-get -y install wget

# Download CUDA repo package
RUN wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/cuda-repo-ubuntu1604_8.0.44-1_amd64.deb

# Install CUDA
RUN dpkg -i cuda-repo-ubuntu1604_8.0.44-1_amd64.deb
RUN apt-get update && apt-get -y install cuda 

# N.B. installation may appear to pause here--be patient!

# Install Caffe dependencies
RUN apt-get -y upgrade

RUN apt-get install -y \
    python-dev \
    python-numpy \
    python-scipy \
    build-essential \
    cmake \
    git \
    pkg-config \
    libprotobuf-dev \
    libleveldb-dev \
    libsnappy-dev \
    libhdf5-serial-dev \
    protobuf-compiler \
    libatlas-base-dev \
    libopencv-dev \
    libxml2-dev \
    libxslt-dev \
    libgflags-dev \
    libgoogle-glog-dev \
    liblmdb-dev

RUN apt-get install -y --no-install-recommends libboost-all-dev

# Download Caffe
RUN cd /opt && git clone https://github.com/BVLC/caffe

# Copy to Makefile.config
RUN cd /opt/caffe/ && cp Makefile.config.example Makefile.config

# Edit Makefile.config
RUN cd /opt/caffe/ && \
    echo "PYTHON_INCLUDE := /usr/include/python2.7 /usr/lib/python2.7/dist-packages/numpy/core/include" >> Makefile.config && \
    echo "WITH_PYTHON_LAYER := 1" >> Makefile.config && \
    echo "INCLUDE_DIRS := \$(PYTHON_INCLUDE) /usr/local/include /usr/include/hdf5/serial" >> Makefile.config && \
    echo "LIBRARY_DIRS := \$(PYTHON_LIB) /usr/local/lib /usr/lib /usr/lib/x86_64-linux-gnu /usr/lib/x86_64-linux-gnu/hdf5/serial" >> Makefile.config

# Edit Makefile
RUN cd /opt/caffe/ && \ 
    sed -i -e 's/NVCCFLAGS += -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)/NVCCFLAGS += -D_FORCE_INLINES -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)/g' Makefile

# Download pip
RUN apt-get install -y python-pip
RUN pip install --upgrade pip

# Install Caffe python requirements
RUN cd /opt/caffe/ && for req in $(cat python/requirements.txt); do pip install $req; done

# Compile Caffe
RUN cd /opt/caffe/ && make all 
RUN cd /opt/caffe/ && make test
RUN cd /opt/caffe/ && make pycaffe

# Set environment variable for Caffe
ENV PATH $PATH:/opt/caffe/.build_release/tools