I don’t suppose you have any proof of that? Both of my children were born when I was just shy of being a militant atheist.
You had two kids. That’s not quite replacement level, which I think is something like 2.2. Do you know any atheists who had or have large families— four or more? In general, atheist or not, I don’t notice that many large families, but when I do, they are faith-based.