Do it with a hand plane, it's fun managing it so that each corner has a perfect 45 degree mitre and so that the chamfered section is dead flat in both directions without a bump in the middle.
One thing to remember, when you're laying it out use a pencil line not a knife line, a knife line won't get removed in planing so it'll remain as an ugly scratch.
Good luck.