Why do female fish eat their babies?

When a female fish (varies) according to type, species, genus and so on is pregnant and then has finally lain eggs, it has grown depressingly weak. Such sophisticated problems tend to make it eat the baby or in some cases babies for energy and also for calmness and calamity.