WMDs were only one of many, many reasons we went to war against Saddam, and it wasn't even the top reason. The primary reason was that he turned Iraq into one of the world's foremost terror-sponsoring states and we needed to reduce the number of such states.
Second only to Saudi Arabia, right?
Why didn't Saddam Hussein ever get invited to Crawford, Texas?