In large bowl, beat granulated sugar, butter, gingerroot, vanilla and eggs with electric mixer on low speed 30 seconds, scraping bowl constantly. Beat on high speed 5 minutes, scraping bowl occasionally. Beat in flour mixture alternately with milk on low speed. Fold in candied or crystallized ginger until evenly mixed. Spread in pan.