Can gradient accumulation help better utilize GPU?

From what I’ve this is mostly use-case dependent.

Few previous similar questions here: How to ensure my GPU is utilized to the fullest?

Most of them are sorta batch size related.

For a few generic attempts, a good guide - Performance Tuning Guide — PyTorch Tutorials 2.4.0+cu121 documentation

I have not come across anything better.