KEP-3562: OptimizationJob Controller & Reconciliation Logic
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area/hpo
kind/feature
kind/plan-kep
- Dominant language
- Go
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- Avg merge
- 3d 22h
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Description
### What you would like to be added?
Develop the controller to manage the `OptimizationJob` lifecycle, including creating/monitoring TrainJobs, handling state transitions, and numTrials/parallelTrials.
### Why is this needed?
This logic provides automating the deployment of individual `TrainJobs`, ensuring they remain synchronized with the requested budget (numTrials/parallelTrials) without manual intervention.
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