You need another weapon or armor of the same kind to recover the full durability if you fail upgrade, you can recover only 10 points for each. If it's a jewel, you need the same jewel in order to upgrade, if you fail you lose both for good. It's frustrating, I avoid to upgrade hard to get jewels.
