[tune] Add add_evaluated_point method
#16485
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For Searcher, Optuna, HEBO
krfricke
approved these changes
Jun 17, 2021
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Why are these changes needed?
This is an API change to the
Searcherclass, adding anadd_evaluated_pointmethod, allowing the user to pass information about parameter configurations that have been evaluated separately to search algorithms that support it. Potential use cases include warm starting, meta-Searchers that use multiple Searchers internally which share information between themselves and combining information from multiple runs.Additionally, the implementation of the new method has been added to Optuna and HEBO Searchers. Implementation for other searchers is left for the future.
Related issue number
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scripts/format.shto lint the changes in this PR.