Regarding the symmetricmodel, I do not know what that is. Can you provide some code so that I can see what it is?



 Preston_Willis:

Whenever i run your code and then try to modify the object’s parameters() , every one of the parameters() in my object array is changed.


Wasn’t that what you wanted? Or do you want to change only certain layers and keep the others fixed?
About your other question:



 Preston_Willis:

also… does the parameters().data contain bias?


Yes. The parameters() will include both weights and biases.