Google said this weekend that the interstitial mobile penalty will be on a page-by-page basis.
Gary Illyes from Google said this on Twitter, saying "the algorithm affects individual pages, not whole sites."
I believe that was what everyone thought, same as with the mobile ranking boost. But it is good to have it written by a Googler.
Forum discussion at Twitter.