Was there a lot of leaves on your sweet potato?
For sweet potato, if you want potatoes you need to trim most of the leaves so the carbohydrates go to the roots instead of the leaves. Otherwise the plant will make many vines and leaves and less potatoes. The trimmed leaves can be boiled and made into a vegetable, so there is more harvest too.