Surprisingly enough, the feds have never banned the death penalty for child rape. The SCOTUS has left the issue open, and the 5th Circuit hasn't ruled on the issue.
I was thinking more along the lines of individual states (and not the SCOTUS)having decided to reduce the maximum penalty for rape from execution...because doing so would remove the incentive that the perp might otherwise have to kill his rape victim.