Dockerfile

FROM nvidia/cuda:12.0.1-cudnn8-devel-ubuntu20.04
ENV DEBIAN_FRONTEND=noninteractive

# Install software-properties-common to add repositories
RUN apt update && apt install -y software-properties-common

# Add deadsnakes PPA for newer Python versions
RUN add-apt-repository ppa:deadsnakes/ppa

# Install Python (e.g., Python 3.9) and pip
RUN apt update && apt install -y python3.9 python3.9-distutils python3.9-venv python3-pip

# Update pip for Python 3.9
RUN python3.9 -m pip install --upgrade pip

# Set Python 3.9 as the default Python version
RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.8 1
RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 2

# install git
RUN apt install git -y

# clone repository
RUN mkdir -p /lps
RUN git clone https://github.com/jw9730/lps.git /lps
WORKDIR /lps

# install dependencies
RUN bash install.sh

CMD ["/bin/bash"]