1. Preheat oven to 350°F. Coat a 9-inch deep-dish baking pan with nonstick cooking spray.
2. Combine first 7 ingredients (eggs through vanilla) in a blender, and process until smooth. Spread the bread cubes in the pan. Pour the milk mixture over the bread cubes. Press down on the bread with a spoon. Set aside for 10 minutes. Bake 40 minutes, or until knife inserted in center comes out clean.