Beat eggs in small bowl with electric mixer on medium speed about 5 minutes or until very thick and lemon colored. Pour eggs into large bowl; gradually beat in granulated sugar on low speed. Beat in water and 1 teaspoon vanilla. Gradually mix in flour mixture, beating just until batter is smooth. Pour into pan, spreading batter to corners.