Large Model Inference Computing Power Consumption

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Computing performance has grown and so has the power consumption

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Power usage model representing the instantaneous power consumption for

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Mean power consumption and energy cost per inference across hardware

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Energy consumption for one inference of our example neural network

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Two approximations to the total energy consumption using FLOPs left

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Energy consumption of different algorithms under the PlanetLab dataset

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