| # Minimum docker image for demo purposes |
| # prebuilt-image: tvmai/demo-cpu |
| FROM ubuntu:16.04 |
| |
| RUN apt-get update --fix-missing |
| |
| COPY install/ubuntu_install_core.sh /install/ubuntu_install_core.sh |
| RUN bash /install/ubuntu_install_core.sh |
| |
| # Python: basic dependencies |
| RUN apt-get update && apt-get install -y python3-dev python3-pip |
| RUN pip3 install numpy nose-timer cython decorator scipy |
| |
| # LLVM |
| RUN echo deb http://apt.llvm.org/xenial/ llvm-toolchain-xenial-6.0 main \ |
| >> /etc/apt/sources.list.d/llvm.list && \ |
| wget -O - http://apt.llvm.org/llvm-snapshot.gpg.key|sudo apt-key add - && \ |
| apt-get update && apt-get install -y --force-yes llvm-6.0 |
| |
| # Jupyter notebook. |
| RUN pip3 install matplotlib Image Pillow jupyter[notebook] |
| |
| # Deep learning frameworks |
| RUN pip3 install mxnet tensorflow keras gluoncv |
| |
| # Build TVM |
| COPY install/install_tvm_cpu.sh /install/install_tvm_cpu.sh |
| RUN bash /install/install_tvm_cpu.sh |
| |
| # Environment variables |
| ENV PYTHONPATH=/usr/tvm/python:/usr/tvm/topi/python:/usr/tvm/nnvm/python/:/usr/tvm/vta/python:${PYTHONPATH} |