Researcher Benchmarks Muon Optimizer Against Tuned AdamW and SGD

@suchenzang omg this is a side quest of a side quest. Halp! but here's a cute figure (started to think maaaybe we'll need adam to beat muon).

I still like SGD even if its like 3x slower because i'm a dinosaur and i like simple stuff