Bill Dally from nvidia introduced a log representation that basically allows to replace a multiplication with an add, without loss of accuracy (in contract to proposal above)

https://youtu.be/gofI47kfD28?t=2248

"Never go to sea with two chronometers; take one or three."

- adage cited in the Mythical Man Month