[Tune] Set correct Optuna TrialState
in on_trial_complete
#15283
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Why are these changes needed?
Optuna's ask-tell interface supports passing a
TrialState
totell()
. By default, thatTrialState
isTrialState.COMPLETE
. However, ifvalues
areNone
, then an exception is raised - while that exception is caught byOptunaSearch
, it results in the Trial not being saved in Optuna. As thevalues
are set toNone
when a Trial is pruned by Tune's Scheduler, this results in pruned trials not being saved at all, degrading optimization performance. This PR fixes this by setting the correctTrialState
.Related issue number
Checks
scripts/format.sh
to lint the changes in this PR.