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The Google blogpost notes that it's a partnership with Nvidia, so using cuda rather than TPUs apparently.

Makes complete sense, as NVidia has a lot more experience building these types of appliances.

Some one said it could also mean Google hardware has some advantage they would rather stay inside the G-silo.