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Boavizta / boaviztapi

🛠 Giving access to BOAVIZTA reference data and methodologies trough a RESTful API
GNU Affero General Public License v3.0
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GPU electrical consumption model #150

Open da-ekchajzer opened 1 year ago

da-ekchajzer commented 1 year ago

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 ?

demeringo commented 1 year ago

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 The git repo of the dataset they build for the tool: https://github.com/mlco2/impact/tree/master/data