Published January 15, 2024
| Version v1
Conference paper
Open
Greening AI: A Framework for Energy-Aware Resource Allocation of ML Training Jobs with Performance Guarantees
Creators
Description
This project is related to the "Greening AI: A Framework for Energy-Aware Resource Allocation of ML Training Jobs with Performance Guarantees" work.
In particular,
- the folder Data contains the data for our experimental results;
- the folder Utility constains the Python scripts which allows to replicate the results;
- the file DockerCommandDichotomicSearch.txt contains the command to run the Docker container with our dichotomic search function.