A Power Washer will do the trick. You may have to 'hit' the chips from a couple of angles though. The only problem is the chips go all over the place using this method. Yes, they'll get removed very easily but picking up the chips may not be too much fun.
This is why I LOVE to paint decks (when I'm not painting my brick.) My best to ya and hope this helps.