Dockerfile

FROM nvidia/cuda:11.3.1-base-ubuntu20.04

RUN rm -f /etc/apt/sources.list.d/*.list && \
    apt-get update && apt-get install -y --no-install-recommends \
    curl \
    ca-certificates \
    sudo \
    git \
    wget \
    procps \
    git-lfs \
    zip \
    unzip \
    htop \
    vim \
    nano \
    bzip2 \
    libx11-6 \
    build-essential \
    libsndfile-dev \
    software-properties-common \
    && rm -rf /var/lib/apt/lists/*

RUN echo "user ALL=(ALL) NOPASSWD:ALL" > /etc/sudoers.d/90-user

RUN mkdir /home/user/.cache /home/user/.config && chmod -R 777 /home/user

WORKDIR /app

RUN curl -sLo ~/miniconda.sh https://repo.continuum.io/miniconda/Miniconda3-py39_4.10.3-Linux-x86_64.sh && \
    chmod +x ~/miniconda.sh && \
    ~/miniconda.sh -b -p ~/miniconda && \
    rm ~/miniconda.sh && \
    conda clean -ya

RUN add-apt-repository ppa:flexiondotorg/nvtop && \
    apt-get upgrade -y && \
    apt-get install -y --no-install-recommends nvtop

RUN curl -sL https://deb.nodesource.com/setup_14.x | bash - && \
    apt-get install -y nodejs && \
    npm install -g configurable-http-proxy

RUN adduser --disabled-password --gecos '' --shell /bin/bash user && \
    chown -R user:user /app

WORKDIR /home/user/app

RUN --mount=target=/root/packages.txt,source=packages.txt \
    apt-get update && \
    xargs -r -a /root/packages.txt apt-get install -y --no-install-recommends && \
    rm -rf /var/lib/apt/lists/*

# Adding the deadsnakes PPA and installing Python 3.10
RUN add-apt-repository ppa:deadsnakes/ppa && \
    apt-get update && \
    apt-get install -y python3.10 python3.10-venv python3.10-dev python3.10-distutils

RUN curl -sL https://bootstrap.pypa.io/get-pip.py -o get-pip.py && \
    python3.10 get-pip.py && \
    rm get-pip.py

RUN ln -s /usr/bin/python3.10 /usr/local/bin/python3

COPY . /home/user/app
RUN pip install -r requirements.txt

CMD ["bash", "/root/on_startup.sh"]