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Why do certain AI workloads require specialized hardware?

 
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Chris DuBois
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 Chris DuBois
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Feb 22, 2025 12:43 am
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AI models, such as LLMs (Large Language Models) and computer vision systems, demand high-performance hardware accelerators. What makes GPUs, TPUs, and FPGAs more suited for AI compared to standard CPUs?

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