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	# Start with a base image that includes CUDA
	FROM nvidia/cuda:11.4.1-base-ubuntu20.04
	# FROM huggingface/accelerate-gpu

	# Set the timezone
	ENV TZ=Europe/Berlin
	RUN ln -fs /usr/share/zoneinfo/Europe/Berlin /etc/localtime
	RUN apt-get update && apt-get install -y tzdata
	RUN dpkg-reconfigure --frontend noninteractive tzdata

	# Install Python and other dependencies
	# RUN apt-get update && apt-get install -y python3 python3-pip

	# Install the libglib2.0-0 package
	RUN apt-get update && apt-get install -y libgl1-mesa-glx
	RUN apt-get update && apt-get install -y libglib2.0-0
	RUN apt-get update && apt-get install -y python3 python3-pip

	# Install the Python dependencies
	WORKDIR /code
	COPY ./requirements.txt /code/requirements.txt
	RUN python3 -m pip install --no-cache-dir --upgrade -r /code/requirements.txt


	# Set up a new user named "user" with user ID 1000
	RUN useradd -m -u 1000 user
	# Add write permissions for others to the /usr/local/lib/python3.9/site-packages/oemer/checkpoints/seg_net/ directory
	RUN chmod o+w /usr/local/lib/python3.8/dist-packages/oemer/checkpoints/seg_net/
	RUN chmod o+w /usr/local/lib/python3.8/dist-packages/oemer/checkpoints/unet_big/
	# RUN chmod o+w /opt/conda/lib/python3.10/site-packages/oemer/checkpoints/unet_big/
	# RUN chmod o+w /opt/conda/lib/python3.10/site-packages/oemer/checkpoints/seg_net/


	RUN pip3 list -v

	# Switch to the "user" user
	USER user
	# Set home to the user's home directory
	ENV HOME=/home/user \
	PATH=/home/user/.local/bin:$PATH

	# Set the working directory to the user's home directory
	WORKDIR /home/user/app

	# Add write permissions for others to the /home/user/app directory
	RUN chmod o+w /home/user/app

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

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