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Updated the versions for CUDA and JAX to the newer versions that work with Ubuntu22.04. This was done after I debugged multiple errors and warnings I got on an Ubuntu22.04 system.
I also recommend making a swapfile that is large enough to allow for the prediction of larger proteins as killing of threads was another problem I encountered when working with proteins larger than 2000 aminoacids. A swapfile size of 16GB worked for me.