Helmholtz-AI-Energy / Helmholtz-AI-Energy/propulate
Successive halving and energy awareness
- Dominant language
- Python
- Stars
- 46
- Forks
- 9
- PR merge metrics
- No merged PRs in 30d
Description
**Is your feature request related to a problem? Please describe.**
We are lacking an integrated implementation successive halving. We could also be more energy aware.
**Describe the solution you'd like**
Look at these and evaluate potential for propulate:
https://arxiv.org/pdf/2303.13972
https://arxiv.org/pdf/2412.08526
**Describe alternatives you've considered**
There are lots of successive halving approaches that might be relevant and other aspects of energy awareness.
**Technical details**
-
**Additional context**
-
Contributor guide
Research direction
No file, test, or entry point is named. Start by reading the two linked papers and comparing their successive-halving and energy-awareness approaches with Propulate's current optimization package. Done would require a defined approach and implementation scope, but the issue does not specify acceptance criteria.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100