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Yes, I agree, that hardware is aging. We are currently working on making K80s available and should be ready in the next couple months.

(works at Rescale)

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K80 is still Kepler based. Why not Maxwell?

K80s are only our next release, we do not plan to stop there.

https://thevirtualhorizon.com/2016/04/09/whats-new-in-nvidia... (tl;dr - you have to pay more to wrap the GPU access in a VM. Like, $550/more, plus a year of software support, according to that article. IANAL and haven't read any of the license details, so I don't know if there are more gotchas.)

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