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gollark: Anyway, based on my very rough testing, the GPU is about 4 times as fast as the CPU for my arbitrary NLP tasks.

gollark: Google has these TPU things, which are hyperspecialized for particular big parallel operations™ and have tons of memory bandwidth.

gollark: CPUs do a few fairly sequential and varied tasks quite fast; GPUs do big parallel boring ones extremely fast.

gollark: No, the majority of a GPU is just big SIMD things nowadays.

gollark: And have more memory bandwidth.

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