Refactor Hyperband Suggestion
Open
help wanted
kind/feature
lifecycle/frozen
priority/p1
- Dominant language
- Python
- Stars
- 1.7k
- Forks
- 542
- PR merge metrics
- No merged PRs in 30d
Description
/kind feature
The Hyperband implementation in Katib has few problems: https://github.com/kubeflow/katib/issues/1168, https://github.com/kubeflow/katib/issues/690.
We should refactor it since we support Early Stopping.
Let's continue discussion in this issue.
/cc @gaocegege @johnugeorge @czheng94 @terrykong @asispatra
/priority p1
Contributor guide
Research direction
Start by reading the linked issues #1168 and #690, then locate Katib's Hyperband implementation and its Early Stopping support. The issue does not name files, tests, or a concrete target; completion would require an agreed refactoring plan that addresses the linked problems and aligns Hyperband with Early Stopping.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Refactor
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100