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Integrate Multi-Objective caching #852

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renesass opened this issue Jun 17, 2022 · 0 comments · Fixed by #872 or #869
Closed

Integrate Multi-Objective caching #852

renesass opened this issue Jun 17, 2022 · 0 comments · Fixed by #872 or #869
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@renesass
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enhancement
Milestone
v1.4.0

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@renesass
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The runhistory caching does not work for MO right now.

Steps to do:

  • Call update_cost if num_obj > 1 in _add
  • Check if costs are cached in intensifier

Idea: Save metrics and average/normalize only if get_cost() is called.
@renesass renesass added this to the v1.4.0 milestone Jun 17, 2022
@renesass renesass self-assigned this Jun 17, 2022
@renesass renesass moved this to Planned in SMAC board Jun 17, 2022
@renesass renesass mentioned this issue Jul 4, 2022
Merged
@renesass renesass linked a pull request Jul 4, 2022 that will close this issue
Fix Multi-Objective cache #872
Merged
@renesass renesass moved this from Planned to Review in SMAC board Jul 6, 2022
@renesass renesass moved this from Review to Done in SMAC board Jul 7, 2022
@renesass renesass linked a pull request Jul 7, 2022 that will close this issue
Version 1.4.0 #869
Merged
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@renesass renesass

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enhancement
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SMAC board
Status: Done
Milestone
v1.4.0
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Successfully merging a pull request may close this issue.

Fix Multi-Objective cache automl/SMAC3
Version 1.4.0 automl/SMAC3
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@renesass