We should expect that as Moore's law slows down specialized hardware will more and more often become a viable solution. As new process nodes take longer to come online the optimal number of different designs per node goes up. At some point computation will probably end up switching to a different substrate because we're not particularly close to the efficiencies allowed by physics. But I expect quite an interregnum after MOSFETS get as small as they can.