Considering the first three rounds takes about 3 minutes because pretty much everyone knows who goes in those rounds, it's much shorter. Even in the later rounds, people averaged about 20 seconds per pick.

Also, my last draft was 10 people, 15 rounds. Our draft is probably going to be a little longer than 45 minutes.