Parameter, Hyperparameter Tuning.
that this might seem like an unsatisfying part of deep learning that you just have to try on all the values for these hyper parameters, but maybe this is one area where deep learning research is still advancing, and maybe over time we’ll be able to give better guidance for the best hyper parameters