I have never been in an interview for a job as programmer, to be honest, but really, we're talking about fizzbuzz here. You should be able to recite it in your favourite programming language. :)

For more complicated tasks I guess you can say it's debatable when whiteboard is OK and when you should give the candidate access to a computer.