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Do not get stuck due to adaptive capping #749

Merged
merged 5 commits into from
Sep 23, 2021
Merged

Do not get stuck due to adaptive capping #749

merged 5 commits into from
Sep 23, 2021

Commits on Aug 4, 2021

  1. Do not get stuck due to adaptive capping 

    If the incumbent has all the instance-seed pairs covered
and the challenger is ruled out due to adaptive capping,
we cancel all the runs on the current challenger
to proceed to the next challenger.
    @filipbartek
    filipbartek committed Aug 4, 2021
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Commits on Aug 13, 2021

  1. Intensification: Discard capped challenger early 

    Discard a challenger that is ruled out due to adaptive capping
immediately.
Do not wait for the incumbent to be saturated.
Once a challenger is ruled out due to adaptive capping,
it would always fail the adaptive cap test in the future.
    @filipbartek
    filipbartek committed Aug 13, 2021
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Commits on Sep 13, 2021

  1. Merge remote-tracking branch 'automl/development' into issue/748

    @filipbartek
    filipbartek committed Sep 13, 2021
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  2. Remove an unnecessary statement 

    Simplify the fix to issue automl#748.
Follows a suggestion by @dengdifan:
https://github.com/automl/SMAC3/pull/749/files#r691892051
    @filipbartek
    filipbartek committed Sep 13, 2021
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  3. Update the documentation of the challenger discard process 

    Follow a suggestion by @dengdifan:
automl#749 (comment)
    @filipbartek
    filipbartek committed Sep 13, 2021
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