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Dedicated neural net silicon is faster than GPU, at the cost of being less general purpose.

NVIDIA GPUs for example dedicate a modest fraction of their die to Tensor cores, at the cost of less general-purpose CUDA cores.



Thanks. I didn't realise how much faster. Probably you can do 10x the FLOPs in similar die space on dedicated silicion vs GPU. I thought it would be faster, but not an order of magnitude more.




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