Fixes#155036
This pull request updates the documentation for several modules by transitioning from .rst to .md format, improving readability and usability. It introduces new Markdown files for the documentation of torch.ao.ns._numeric_suite, torch.ao.ns._numeric_suite_fx, AOTInductor, AOTInductor Minifier, and the torch.compiler API
Pull Request resolved: https://github.com/pytorch/pytorch/pull/155377
Approved by: https://github.com/svekars
Co-authored-by: Svetlana Karslioglu <svekars@meta.com>
