FROM nvidia/cuda:10.2-base-ubuntu18.04

# Install some basic utilities
RUN apt update && apt install -y \
    curl \
    ca-certificates \
    sudo \
    git \
    bzip2 \
    libx11-6 \
    && apt autoclean && apt autoremove \
    && rm -rf /var/lib/apt/lists /var/cache/apt/archives

# Create a working directory
RUN mkdir /app
WORKDIR /app

# Create a non-root user and switch to it
RUN adduser --disabled-password --gecos '' --shell /bin/bash user \
    && chown -R user:user /app
RUN echo "user ALL=(ALL) NOPASSWD:ALL" > /etc/sudoers.d/90-user
USER user

# All users can use /home/user as their home directory
ENV HOME=/home/user
RUN chmod 777 /home/user

# Install Miniconda and Pytorch with Python
#ENV CONDA_AUTO_UPDATE_CONDA=false
ENV PATH=/home/user/miniconda/bin:$PATH
RUN curl -sLo ~/miniconda.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh \
    && chmod +x ~/miniconda.sh \
    && ~/miniconda.sh -b -p ~/miniconda \
    && rm ~/miniconda.sh \
    && conda install -y -c pytorch pytorch \
    && conda clean -ya