v4r-tuwien / verefine_pipeline

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Update Docker Image to newer CUDA versions #5

Closed lexihaberl closed 1 year ago

lexihaberl commented 1 year ago

NVIDIA unfortunately removed the CUDA docker images that we currently use in the Verefine pipeline, which means that they cannot be built. If we still want to be able to use the VeRefine pipeline we will need to update our docker images.

Just bumping the CUDA image versions is not enough: Cython breaks when doing that (reports CompileErrors). Other stuff probably also breaks.

jibweb commented 1 year ago

Could you specify which Dockerfile don't build anymore?

lexihaberl commented 1 year ago

In the Bremen branch:

src/verefine/Dockerfile does get built but I didn't check whether it actually runs.

lexihaberl commented 1 year ago

Updating the Docker images has been deemed infeasible, because we still have Python 2 Code and would need to port this to Python 3. Additionally we would need to modify the code for the new CUDA and Tensorflow version. We will use the GDR-Net Pipeline instead.