Yes, they're supposed to, michaelpogue. And real dice is to be flat instead of having these holes in place of dots, in order not (statistically) to have a difference of weight on each face.
Good simple rendering, by the way, but such a shame that on that kind of very simple image you didn't took the time to check these "big" mistakes
