Just a shot: Sometimes, there are two power connections on the MB, one for each CPU. Do you have both CPUs powered?
The Supermicro X-10's do have two, they are off white plastic and located right next to the main PS connection, they have sticky tags over them telling you that you have to connect both of them. Pretty hard to miss...