Can’t stop eating ice

My doctor said I’m a bit anemic and low on iron. So I know that’s why I’m probably eating so much. But I’m on supplements now and I still can’t stop. It’s absolutely obnoxious. I eat more ice than my refrigerator can make. Should I mention this to him? Is it normal?