As we can’t forget, the only 100% effective method is to add new memories which effectively bury the failed-relationship in question.
You run the risk of ending up with a string of bad relationships, which is sucky, but the good news is that no individual one stings, they all run together after awhile.
The other benefit is that you might end up having a bunch of good, or at least fun relationships, which also bury bad experiences.