So interestingly, processor makers are on the same page with you re: computations, and lots of processors can internally do computations in "extended precision", e.g. 80-bit floats, only converting to/from 64-bit doubles at the start and end of the computation.
https://en.m.wikipedia.org/wiki/Extended_precision