Yay @ pics!

The eggs may not have been fertilized for many reasons, like the male not being totally mature, to genetics, to timing, etc. If the fish are eating the eggs, I would suggest fasting and feeding lightly for the rest of the week (or, if you don't want to raise babies, removing the eggs from the tank).

~Ash