In a centrifugal pump, the zero-flow increases as the square of the rotation speed, the zero-pressure flow as the speed - PROVIDED THAT the inlet pressure increases the same, which isn't the case, so cavitation may stop the game.
Bearing losses behave differently depending on their origin...If they were "normal" hydrodynamic losses at the ball's lubricating oil (not grease) the troque would increase approximately as the square of the speed, multiplied again by the speed to give a power.