Hawking's premise is flawed in that Humans double a computers performance every month, not computers in and of themselves. Computers have no 'self' and won't, until we design them that way. He's looking to the future.
I wish he were right. I'd never have to upgrade again.
Unfortunately, the first human clone is already on the way.