Combine lightly beaten eggs and next 6 ingredients in a large bowl, stirring until blended. Pour batter into a greased and floured 9-inch square baking pan.
Bake at 350° for 30 minutes or until a wooden pick inserted in center comes out clean. Cool completely in pan on a wire rack. Spread frosting over top of cake.