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Memory bandwidth and memory size. Along with power/cooling density.

Hence why you see AMD's MI325x coming out with 256GB HBM3e, but it is the same FLOPs as a 300x. 6TB/s too, which outperforms H200's, by a lot.

You can see the direction AMD is going with this...

https://www.amd.com/en/products/accelerators/instinct/mi300/...



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