I'm with Kronik. Depends a bit on what kind of dog food you're planning on feeding him, but either way, unless you're using it to get him to eat other stuff, I wouldn't. I use the occasional tin of science diet to give mine their greens (finely chopped and mixed together), otherwise they won't touch them.
But generally speaking, dog food's bloody awful. it's got all the nutrition of tinned cardboard.