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

  
    
    
    How does one download all possible layers allowable in Pytorch into one data structure? 
  
  
    I want to have say, a list of all the allowable layers in pytorch. How do I get that info? Is it possible? 
I am fine as a started for only sequential models…
  


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)