The problem, according to Peddie, isn't so much the hardware as it is the software. Nvidia has a special language called CUDA, first developed by Stanford professor Ian Buck, who is now head of Nvidia's AI efforts.
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https://www.networkworld.com/article/3438098/can-amd-convert-its-growing-gpu-presence-into-a-data-center-play.html