docker/Dockerfile.demo_opencl

# USAGE: sudo docker build libs/tvm -f libs/tvm/docker/Dockerfile.ocl -t l4b/tvm:ocl

# REFERENCE: https://docs.docker.com/engine/reference/builder

FROM ubuntu:18.04

RUN echo "Labelling this image"
LABEL Description="Docker image for TVM built with OpenCL & OpenGL support"

RUN echo "Preparing to install dependencies"
RUN apt-get update
# ENV DEBIAN_FRONTEND noninteractive
RUN echo 'debconf debconf/frontend select Noninteractive' | debconf-set-selections

RUN echo "Installing utility libraries"
RUN apt-get install -y apt-utils sudo
RUN apt-get install -y cmake g++ llvm
RUN apt-get install -y git
# make wget unzip libtinfo-dev libz-dev libcurl4-openssl-dev
RUN apt-get install -y libopenblas-dev

# RUN echo "Installing gtest"
# RUN apt-get install -y libgtest-dev
# RUN cd /usr/src/gtest && cmake CMakeLists.txt && make && cp *.a /usr/lib

RUN echo "Installing Python"
RUN apt-get install -y python3-dev python3-pip
RUN pip3 install setuptools numpy nose-timer cython decorator scipy tornado psutil xgboost

RUN echo "Installing Jupyter notebook"
RUN pip3 install matplotlib Image Pillow jupyter[notebook]

RUN echo "Installing OpenCL libraries"
RUN apt-get install -y libviennacl-dev mesa-opencl-icd ocl-icd-opencl-dev clinfo
RUN apt-get install -y libclblas-dev libclfft-dev libclsparse-dev

RUN echo "Installing OpenGL libraries"
RUN apt-get install -y libcogl-dev libegl1 libgles1 libglfw3-dev
# libglew-dev

RUN echo "Upgrading dependencies"
RUN apt-get upgrade -y

RUN echo "Cloning TVM source & submodules"
ENV TVM_PAR_DIR="/usr"
RUN mkdir -p TVM_PAR_DIR && \
	cd ${TVM_PAR_DIR} && \
	git clone https://github.com/dmlc/tvm --recursive
#RUN git submodule update --init --recursive


RUN echo "Building TVM"
#USE_BLAS: "openblas" | "mkl" | "atlas" | "apple" | "none"
ENV TVM_HOME="/usr/tvm"
ENV TVM_BUILD_DIR="${TVM_HOME}/build"
RUN mkdir -p ${TVM_BUILD_DIR} && \
	cd ${TVM_BUILD_DIR} && \
	cmake .. -DUSE_BLAS=openblas -DUSE_LLVM=ON -DUSE_OPENCL=ON -DUSE_OPENGL=ON && \
	make -j6

RUN echo "Building Python package"
ENV PYTHONPATH=${TVM_HOME}/python:${TVM_HOME}/topi/python:${TVM_HOME}/nnvm/python:${PYTHONPATH}
RUN cd ${TVM_HOME}/python && python3 setup.py install --user
RUN cd ${TVM_HOME}/topi/python && python3 setup.py install --user
RUN cd ${TVM_HOME}/nnvm/python && python3 setup.py install --user