Raise warning during validation when arg_constraints not defined (#50302)
Summary:
After we merged https://github.com/pytorch/pytorch/pull/48743, we noticed that some existing code that subclasses `torch.Distribution` started throwing `NotImplemenedError` since the constraints required for validation checks were not implemented.
```sh
File "torch/distributions/distribution.py", line 40, in __init__
for param, constraint in self.arg_constraints.items():
File "torch/distributions/distribution.py", line 92, in arg_constraints
raise NotImplementedError
```
This PR throws a UserWarning for such cases instead and gives a better warning message.
cc. Balandat
Pull Request resolved: https://github.com/pytorch/pytorch/pull/50302
Reviewed By: Balandat, xuzhao9
Differential Revision: D25857315
Pulled By: neerajprad
fbshipit-source-id: 0ff9f81aad97a0a184735b1fe3a5d42025c8bcdf
pytorch
d76176cc - Raise warning during validation when arg_constraints not defined (#50302)
