Is it possible to extract automatically all the arguments to Pytorch layers/functions/modules?

I asked a similar question where I want to download all the layers into pytorch:

but I also want to have a list of all the hyperparameters/arguments for each of them. Is it possible to extract all of those automatically? (at the very least as string representations or something like that)