FROM git.sandbox.iuk.hdm-stuttgart.de/grosse/jupyterlab-datascience:4.0.12d
# debian:bullseye-20230109-slim
ARG NB_USER="jovyan"
ARG NB_UID="1000"
ARG NB_GID="100"
ENV CONDA_CUDA_OVERRIDE="12.1"  
ENV NUM_GPUS=1
USER root
RUN apt-get update --yes && \
    apt-get install --yes --no-install-recommends \
    ffmpeg  \
    libportaudio2  && \
    apt-get clean && rm -rf /var/lib/apt/lists/* 
USER $NB_UID
RUN CONDA_OVERRIDE_CUDA="12.1" conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia