Rigid Body collision shapes bounds

When you define a rigid body as a primitive collision shape(box,sphere,capsule,cylinder ,cone) a bounding shape is drawn on the object. The problem is that this bounding shape persists through all view modes and is only not drawn in an actual render. Can we have an option to turn it off?