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GPU electrical consumption model #150
Comments
Interresting, I was not aware of this work. I was only aware of their other tool: codecarbon: https://mlco2.github.io/codecarbon/ (it tracks power using rapl on Linux, not sure how it does for GPU): https://mlco2.github.io/codecarbon/methodology.html The one mentionned in this paper is: https://mlco2.github.io/impact/#home |
Problem
In addition to #65 we would need to add a feature to model the power consumption of GPU component as we did of RAM and CPU.
Solution
I came across this project based on this paper that seems to model the electricity consumption related to ML drives.
GitHub : https://github.com/Boavizta/environmental-footprint-data
We could ask them if they wish to work with us on this issue. Have you ever eared of this project @samuelrince ? Are there any other projects you know ?
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