Some gain is inevitable given the weight of the baby, the enlarged uterus, the placenta, and the amniotic fluid.

http://www.babycenter.com/404_is-it-safe-to-diet-during-pregnancy_1246178.bc

But that's weight that should disappear quickly once the baby is born.