this post was submitted on 08 Nov 2023
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So when will CPUs integrate the hardware necessary to compete with GPUs on these tasks? This situation is ridiculous, the device designed for this isn't able to keep up with the device designed for something else entirely
GPUs are a lot closer to AI processors (tensor cores and similar) than CPUs. Graphics processing is about doing lots of simple computations simultaneously, which is what AI does - lots and lots of matrix maths. CPUs are more general purpose but can't compete on raw speed because of this (and some of the hacks to try to get more speed are causing security problems).