diff --git a/Dockerfile b/Dockerfile
index d833780..03e5651 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,25 +1,5 @@
 FROM git.sandbox.iuk.hdm-stuttgart.de/grosse/jupyterlab-datascience:latest
 
-USER root
-RUN apt-get update && apt upgrade -y && apt-get install -y --no-install-recommends \
-    build-essential gnupg2 curl ca-certificates && \
-    curl -fsSLO https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.0-1_all.deb && \
-    dpkg -i cuda-keyring_1.0-1_all.deb && \
-    apt-get purge --autoremove -y curl \
-    && rm -rf /var/lib/apt/lists/*
-
-RUN apt-get update && apt-get install -y --no-install-recommends \ 
-    cuda-11-8 cuda-cudart-11-8 nvidia-gds-11-8 cuda-toolkit-11-8 cuda-libraries-11-8
-
-#RUN wget https://developer.download.nvidia.com/compute/redist/cudnn/v8.7.0/local_installers/11.8/cudnn-local-repo-ubuntu2204-8.7.0.84_1.0-1_amd64.deb
-#RUN dpkg -i cudnn-local-repo-ubuntu2204-8.7.0.84_1.0-1_amd64.deb && rm -f cudnn-local-repo-ubuntu2204-8.7.0.84_1.0-1_amd64.deb
-RUN apt update && apt install -y libcudnn8
-
-#RUN pip install tensorflow
-RUN pip install --force-reinstall tf-nightly==2.12.0.dev20230126
-RUN pip install --upgrade tensorrt
-RUN pip install pytorch
 USER jovyan
 
-# https://anaconda.org/pytorch-test/pytorch-cuda
-#https://github.com/NVIDIA/nvidia-docker/issues/871#issuecomment-966668913
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+RUN conda install -c conda-forge tensorflow-gpu=2.10 -y
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