this post was submitted on 11 Feb 2024
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Integrated cpu xD
I wouldn't rule that out actually. NVIDIA did buy Mellanox so they could integrate Infiniband with NVIDIA GPUs more directly so you can have fancier GPU clusters. At that point, having a powerful CPU and associated infrastructure is kind of pointless. I guess they'll end up looking like whatever SANs (storage area network, i.e. all the hard drives are separate from the compute servers) look like.
For consumer stuff, obviously idk. I think the giant GPUs are maybe because people are willing to buy them. The actual GPU itself provided by NVIDIA or AMD or Intel is actually a tiny little thing that looks like a CPU.
(GPU board without fans and plastic cover, you can see the GPU chip in the middle taking up a small part of the board)
And when they're on a laptop, it's just that actual GPU that's soldered onto the motherboard.
So GPUs themselves aren't actually getting that much bigger. I don't know if it's the memory, power, or the fans that are the cause of the massive GPU board sizes.
https://www.reddit.com/r/pcmasterrace/comments/14n4uus/why_are_graphics_cards_getting_so_big/jq5bpgr/
I almost wonder if custom-built desktop computers will eventually go away. I feel like it would be a lot more efficient to just have the CPU and GPU soldered onto the same motherboard the same way a laptop would. Then they could both share a common cooling and power infrastructure.
And maybe liquid cooling will become more popular.
Maybe some day there will be a massive breakthrough in computer part cooling. But refrigerants are already a thing I guess, and that's what liquid cooling is.
Look at how small a 4090 is without the heatsink:
Only Intel and AMD could do it any time soon, since licensing to make x86-64 CPUs will never let Nvidia build them
That's only if it's x86_64 and not ARM or RISC-V and only if NVIDIA is designing the CPU themselves which they wouldn't do. Desktop/industrial motherboards just have a socket that fits a certain CPU pinout.