Haha what? You absolutely do not need to understand how a CPU works to make a fast site. 90% of the job is getting rid of shitty third party ad and tracking code, something most front engineers don't control. Beyond that most is just sensible practices.

In depth knowledge of the DOM would serve you a lot better than knowing about CPUs. What triggers a repaint, how you can avoid it, and so on.