Preheat oven to 475°.
Combine first 5 ingredients in a small bowl. Rub lamb evenly with garlic mixture; place on a broiler pan coated with cooking spray. Bake at 475° for 15 minutes or until a thermometer registers 145° (medium-rare) to 160° (medium). Garnish with rosemary sprigs, if desired.