Dockerfile

FROM nvidia/cuda:11.3.1-cudnn8-devel-ubuntu18.04

ENV DEBIAN_FRONTEND=noninteractive \
    TZ=America/Los_Angeles

ARG USE_PERSISTENT_DATA

RUN apt-get update && apt-get install -y \
    pkg-config libglvnd0 libgl1 libglx0 libegl1 libgles2 libglvnd-dev libgl1-mesa-dev libegl1-mesa-dev libgles2-mesa-dev cmake curl\
    git libc-bin libc6 \
    make build-essential libssl-dev zlib1g-dev \
    libbz2-dev libreadline-dev libsqlite3-dev wget curl llvm \
    libncursesw5-dev xz-utils tk-dev libxml2-dev libxmlsec1-dev libffi-dev liblzma-dev git-lfs gpg \
    ffmpeg libsm6 libxext6 cmake libgl1-mesa-glx xvfb \ 
    zsh sudo vim && rm -rf /var/lib/apt/lists/* && git lfs install

WORKDIR /code

COPY ./requirements.txt /code/requirements.txt

# User
RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
    PATH=/home/user/.local/bin:$PATH

# Pyenv
RUN curl https://pyenv.run | bash
ENV PATH=$HOME/.pyenv/shims:$HOME/.pyenv/bin:$PATH

ARG PYTHON_VERSION=3.10.13
# Python

RUN pyenv install $PYTHON_VERSION && \
    pyenv global $PYTHON_VERSION && \
    pyenv rehash && \
    pip install --no-cache-dir --upgrade pip setuptools wheel && \
    pip install --no-cache-dir \
    datasets \
    huggingface-hub "protobuf<4" "click<8.1" && \
    pip install --upgrade pip && \
    pip install torch==2.0.1+cu118 torchvision==0.15.2+cu118 -f https://download.pytorch.org/whl/cu118/torch_stable.html

RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt

# Set the working directory to /data if USE_PERSISTENT_DATA is set, otherwise set to $HOME/app
WORKDIR $HOME/app

# Copy the current directory contents into the container at $HOME/app setting the owner to the user

RUN git clone https://github.com/dreamgaussian/dreamgaussian . && \
    git clone --recursive https://github.com/ashawkey/diff-gaussian-rasterization && \
    pip install -r requirements.txt && \
    pip install -e git+https://github.com/NVlabs/nvdiffrast.git@main#egg=nvdiffrast && \
    pip install -e git+https://github.com/ashawkey/kiuikit.git@main#egg=kiui

USER user
# Set home to the user's home directory
ENV HOME=/home/user \
    PATH=/home/user/.local/bin:$PATH \
    PYTHONPATH=$HOME/app \
    PYTHONUNBUFFERED=1 \
    GRADIO_ALLOW_FLAGGING=never \
    GRADIO_SERVER_NAME=0.0.0.0 \
    SYSTEM=spaces

# Copy the current directory contents into the container at $HOME/app setting the owner to the user
COPY --chown=user . $HOME/app

CMD ["python3", "app.py"]