I have found in my mouth brooders, that if the eggs are not viable, they will just breakdown after 3-5 days. So, chances are good that if the female still has eggs, then they are good.
P.S. I have had a female or two mistakenly pick up pieces of substrate and roll them with the eggs, only to find them when the female is stripped.