Remix.run Logo
gundmc 7 days ago

If AWS instances in this analogy are shovels, what are the GPUs?

bane 6 days ago | parent | next [-]

GPUs are the land that's staked. They're of limited intrinsic value in the sense that they're in the way of getting to the gold (models), but there's a small supply of it so they go for a lot on the market. But if there was literally any other way to make the models even for a few percent cheaper, they model builders would move to that. On the inference side, most of the cloud providers are looking for pretty much any way to server that up more cheaply, with custom TPUs, or other tensor units of some type.

We saw this with crypto mining where truckloads of expensive GPUs were dumped in the trash after the proof of work became so hard it became not worth the cost of electricity to keep on that generation of card.

matsz 6 days ago | parent | prev | next [-]

One layer up, the blade. Silicon would be the iron in this analogy.

The physical server itself would be the wooden handle, I guess.

GarnetFloride 6 days ago | parent | prev | next [-]

Picks or any of the other required equipment.

SAI_Peregrinus 6 days ago | parent | prev [-]

Raw iron, timber, & coal supplies.