Caramel Cake 16 tbsp. unsalted butter, softened, plus more for pans 3 cups cake flour, plus more for pans, sifted 12 tbsp. unsalted butter, melted 2 (15-oz. ) cans evaporated milk Make the cake: Heat oven to 350°. Butter and flour three 9″ cake pans, and set aside.