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Equation 2 · The Physical Economics of Inference: Bandwidth, Energy, and the Limits of a Datacenter

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Take a dense model with N parameters served at p bytes per parameter. The weight traffic per decoding step is Np , incurred once per step regardless of how many requests share it. The per-request cache traffic is

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