I think if you look at some of the other sub-threads comparing TPUs to Pascal and Volta, you'll conclude that the Cloud TPUs are cutting-edge technology. Your conclusion makes sense in the context of TFRC, but not when Google's creating a cloud offering that they hope people will pay for.