Your pooch still needs to eat, and leaving dog food out before you leave isn’t a great solution unless your dog has great impulse control. And if so, they must not be labradoodles.
After installing your fence, you can also lay pavers, wood sleepers, or other weighted items over the fence's bottom edge to discourage your dog from going under the fence. With a little imagination, ...