In follow-on work, we measured the energy use of ML at Google (inference, training, and research) to be <15% of overall energy use in 2019, 2020, and 2021 (section 5 has some details, but more about aggregate energy use rather than individual models). https://
arxiv.org/abs/2204.05149

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