You would only ever do this on code where performance matters. You ask yourself: if I made this twice as fast (or half as slow) would anyone know or care? If yes, then it's not premature, it's just garden-variety optimization.

But choosing the right bit of code to work on needs some investigation. The assumption here is that that has already happened.