I'm 100% sure it is a Bufro fowleri or a Fowler's Toad. They are a very common southern toad and I found lots in my backyard every year. They are cute, for sure.
They are definitely toxic if ingested (so...I wouldn't recommend eating one =\). I try to remove them from my yard anytime I see them because my dogs try to eat them. >_<