Do Kohanim fast on Yom Kippur in the Bet Hamikdash? I'm doubting it because I know that on this day they should sacrifice offerings, and as far as I know they should eat from it too.
Also according to Rambam (Taanit 3;2) they have a privilege in the community fasting because they work there and they need to have some energy for doing their job properly.