In large bowl, beat granulated sugar, 1 cup butter, the shortening and 1 teaspoon vanilla with electric mixer on medium speed until light and fluffy, scraping bowl occasionally. Add eggs, one at a time, beating well and scraping bowl after each addition. Alternately add flour mixture and milk to sugar mixture, beginning and ending with flour mixture, beating and scraping after each addition. Pour batter evenly into pan.