Actually, if you look, you'll discover fats and oils have increased more than sugar. Consumption of fats and oils increased 90% (from 12.6% of diet to 23.9%), while sugar consumption only increased 34% (from 12.9 to 17.3%).
(By "increase", I mean from 1909-2004. See table 4 of my link.)