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by chrismartin
378 days ago
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Hey Sam, does 0.34 watt-hours per query include an amortization of the energy consumed to train the model, or only the marginal energy consumed by inference? I used to believe this wasn't worth considering (because while training is energy-intensive, once the model is trained we can use it forever.) But in practice it seems like we switch to newer/better models every few months, so a model has a limited period of usefulness. > (is watt-hours the right unit of measurement here?) Yes, because we want to measure energy consumed, while watts is only a measure of instantaneous power. |
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