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Why are Graphics Processing Units (GPUs) important for work with AI models?

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Why are Graphics Processing Units (GPUs) important for work with AI models?

AI research always involves 3D graphics and thus requires gaming GPUs.

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Training AI models involves many, parallel matrix calculations on GPUs

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Inference output from AI models is accelerated by using GPUs

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