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Published · transcript-backed

George Hotz: prediction

20 Jun 2023 Latent Space Commoditizing the Petaflop — with George Hotz of the tiny corp

“I think the right answer is something that looks more like queues that feed into ALUs, and then you can prefetch the loads from the memory, put in a bunch of queues, and then the queue is just like, and feeds into another queue over here.”

— George Hotz

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Everything needed to verify it.

Speaker
George Hotz
Attribution
Verified speaker
Claim type
prediction
Recorded
20 Jun 2023
Publisher
Latent Space

Transcript context

…Yeah. We'll do something. We'll do something. We'll have show notes. And we edit in visuals. Yeah, yeah, yeah. There's some great graphics that just show you, oh, so that's what a systolic array is. But it's a mollax shift machine that looks kind of different from the typical ALU sort of machine. I think the right answer is something that looks more like queues that feed into ALUs, and then you can prefetch the loads from the memory, put in a bunch of queues, and then the queue is just like, and feeds into another queue over here. But yeah, but that's not even the main problem with TPUs. The main problem with TPUs is that they're closed source. Not only is the chip closed source, but all of XLA is open source. But the XLA to TPU compiler is a 32 megabyte binary blob called libTPU on Google's cloud instances. It's all closed source. It's all hidden stuff. And you know, well, there's a reason Google made it closed source. Amazon made a clone of the TPU. It's called Inferentia. Or they have some other name for it, a training. Tranium. Yeah, yeah, yeah. And look, it's a clone of the TPU. But Google's software at least kind of works. So those are kind of like the three core pieces. The first thing you're working on, that you've been working on, is TinyGrad. And one of your Twitch streams, you said, is the best thing you've ever written.…

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