I’d like to add a new Parameter to my network.  I have successfully created one, incorporated it into forward() and have a grad calcualted in backward().  However when I apply optimizer.step() the grad is not applied.  Searching through here I have seen the register_parameter() function.  This adds the parameter to my network’s _parameters, but not to its named_parameters which seems to be what actually gets accessed by the optimizer.  I am cautious about brute force adding it to named_parameters in case that leaves it out anywhere else that it should be.  Is there a different function I should be calling?