FROM ubuntu:22.04

ENV PIP_ROOT_USER_ACTION=ignore
WORKDIR /tmp/
COPY requirements.txt packages.txt ./

RUN apt-get -y update && apt-get -y upgrade
RUN xargs apt -y install < packages.txt

RUN wget -v https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/x86_64/cuda-keyring_1.1-1_all.deb && dpkg -i cuda-keyring_1.1-1_all.deb && apt-get -y update && apt-get -y install cuda-toolkit-12-8

RUN wget -v https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/x86_64/cuda-keyring_1.1-1_all.deb && dpkg -i cuda-keyring_1.1-1_all.deb && apt-get -y update && apt-get -y install cudnn

RUN pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu128

RUN rm -f /usr/lib/python3.12/EXTERNALLY-MANAGED
RUN pip3 install --no-cache-dir -r requirements.txt

RUN apt-get clean
RUN rm -rf /tmp/*

CMD ["bash"]