[ExI] NVIDIA H100 Tensor Core GPU

BillK pharos at gmail.com
Sun May 14 17:23:24 UTC 2023


May 14, 2023    Posted by Eric Klien

<https://lifeboat.com/blog/2023/05/nvidia-h100-tensor-core-gpu>
Quotes:

In case anyone is wondering how advances like ChatGPT are possible
while Moore’s Law is dramatically slowing down, here’s what is
happening:

Nvidia’s latest chip, the H100, can do 34 teraFLOPS of FP64 which is
the standard 64-bit standard that supercomputers are ranked at. But
this same chip can do 3,958 teraFLOPS of FP8 Tensor Core. FP8 is 8
times less precise than FP64. Also, Tensor Cores accelerate matrix
operations, particularly matrix multiplication and accumulation, which
are used extensively in deep learning calculations.

So by specializing in operations that AI cares about, the speed of the
computer is increased by over 100 times!
________________________________

And Google has just built a supercomputer using these chips!
Exponential????

BillK



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