Remove _module prefix from GradSampleModule parameter and buffer names

[karthikprasad]

🚀 Feature

Motivation

See discussion in #429 for full context. Relevant snippets form that discussion below:

In my experience "_module" prefix is always an annoyance and never helps.
In particular, getting rid of the prefix makes it much easier to load weights from publicly pre-trained models (currently you have to do it strictly before you wrap a model with GSM).
...today you have to be careful and load_state_dict before you wrap the model with GradSampleModule. With same state_dicts you don't have to worry about it.

[pierrestock]

Also loosely related to this discussion.