📚 The doc issue

Hello, I was looking for more clarification about the tradeoffs for using different kinds of shape checks when creating Custom Operators. There are options at the python and C++ levels. TORCH_CHECK, torch.assert() How do these different options compose with other features like torch.compile, ATOI, and symbolic shape tracing? Which kinds of shape checks can be elided under what conditions? What are recommended best practices for shape checking with custom operators. I think just a little expansion on this topic in the custom operator section of the documentation would be very helpful.

Suggest a potential alternative/fix

No response

cc @chauhang @penguinwu @zou3519 @bdhirsh