What every AI engineer needs to know about GPUs — Charles Frye, Modal

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Key engineers must understand GPUs, particularly their high bandwidth and low latency characteristics. Emphasizing matrix-matrix multiplications with low precision, engineers can leverage Tensor cores for efficient computations. As language models evolve, utilizing open-source software and proper indexing can enhance performance, making it essential for engineers to adapt to these advancements in hardware.
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