Bamboo is fast growing, but depending on how you measure growth, other contenders include giant kelp (similar linear growth at ~60 cm/day - without the long dormant period), the krubi (horizontal growth), and corn (mass gain).

http://scienceray.com/biology/botany/fastest-growing-plants/