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How useful is GPU manufacturer TDP for estimating AI workload energy?

David Mytton · published 14 February 2025

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https://www.forbes.com/sites/cindygordon/2024/03/12/chatgpt-and-generative-ai-innovations-are-creating-sustainability-havoc/

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https://www.bestbrokers.com/forex-brokers/ais-power-demand-calculating-chatgpts-electricity-consumption-for-handling-over-78-billion-user-queries-every-year/

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https://resources.nvidia.com/en-us-tensor-core/nvidia-tensor-core-gpu-datasheet

resources.nvidia.com

https://www.spec.org/power_ssj2008/

spec.org

https://www.opencompute.org/events/past-events/2024-ocp-global-summit

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https://github.com/mlcommons/training_results_v4.0

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https://drive.google.com/file/d/1T-tT0CEioXIBMyDUZthPkmaoOCvthl6I/view

drive.google.com

https://doi.org/10.48550/arXiv.2311.10267

doi.org

https://doi.org/10.1109/MC.2022.3148714

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https://www.devsustainability.com/p/influencing-carbon-emissions-of-ai

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Three Observations Read at the source ↗

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