Preheat oven to 350°. Line 9-inch round cake pan with aluminum foil; grease and set aside.
With wooden spoon or electric mixer, beat cream cheese in large bowl until smooth. Stir in Sauce and eggs with wire whisk. Stir in olives, rosemary, salt and pepper. Pour into prepared pan.
Bake uncovered 45 minutes or until golden and center is loosely set. Cool 30 minutes on wire rack. Chill in refrigerator 2 hours before serving. Serve, if desired, with crackers and sliced Italian bread.