Thanks everyone

Much to my astonishment, it actually did try and successfully auto-focus. It was slow and had to hunt quite a bit first though, and I turned it off and went manual since it was faster. I was really surprised though since I've rented the canon TC's and the canon 2x absolutely would not try to focus on this lens (even the camera reported MF as the focus mode and disregarded the lens setting).