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vatsachakyesterday at 9:28 PM4 repliesview on HN

China should invest in an analog inference chip. It's a hail mary but why not.


Replies

danielheathyesterday at 11:55 PM

The two challenges there are firstly - that analog design has been a separate electrical engineering school for most of a century, so there are few who could design it - and secondly - that every single chip will have subtle variations in its computations, necessitating some sort of model finetuning per chip. Possibly the chip could be characterised at the factory, and ship with the characterisation data burned into a controller rom or something, but if that doesn’t pan out the whole thing is likely a non-starter.

If it could be made to work, you could run a fable-grade model in tens of watts.

geysersamyesterday at 10:04 PM

They can probably afford to do both.

srousseyyesterday at 10:34 PM

That would be like skipping land line phones for mobile...

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bell-cotyesterday at 11:02 PM

I'd assume that they have - but will keep mum 'till they have a major breakthrough or large-scale operational deployment to announce.