I don't think the problem was you not gaining any weight at all. Because of the way you trained (high reps, very low rest periods), it probably resulted in you gaining muscle AND losing fat at the same time.

A better measure would of course be a bodyfat% measure for before and after, that way you can tell if you're gaining muscle or not.

Just my 2 cents.