Helmholtz-AI-Energy / Helmholtz-AI-Energy/propulate

Successive halving and energy awareness

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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

Open the contributing 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

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