docker/Dockerfile

FROM nvidia/cuda:11.1.1-cudnn8-devel-ubuntu18.04

ENV LANG=C.UTF-8 LC_ALL=C.UTF-8
ENV PATH /opt/conda/bin:$PATH

# Install Dependencies of Miniconda
RUN apt-get update --fix-missing && \
    apt-get install -y wget bzip2 curl git && \
    apt-get install -y libgl1-mesa-glx libgl1-mesa-dri && \
    apt-get install -y libglib2.0-0 && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

# Install miniconda3
RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh && \
    /bin/bash ~/miniconda.sh -b -p /opt/conda && \
    rm ~/miniconda.sh && \
    /opt/conda/bin/conda clean -tipy && \
    ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \
    echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \
    echo "conda activate resshift_env" >> ~/.bashrc

# Create and activate a new Conda environment
RUN /opt/conda/bin/conda create -n resshift_env python=3.10 -y && \
    /opt/conda/bin/conda clean -tipy
    
# Activate the environment and install pip packages
COPY ../requirements.txt .
RUN /bin/bash -c "source /opt/conda/etc/profile.d/conda.sh && conda activate resshift_env && pip install -r requirements.txt"

CMD [ "/bin/bash" ]