Fix input constructor for qMultiFidelityKnowledgeGradient
#2519
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This pull request was exported from Phabricator. Differential Revision: D62391106 |
…2519) Summary: Pull Request resolved: pytorch#2519 The input constructor for `qMultiFidelityKnowledgeGradient` was computing `current_value` in a manner that was effectively not fidelity-aware (the fidelity dimension was not fixed in the optimization done to obtain `current_value`), since it was simply re-using functionality from the input constructor for `construct_inputs_qKG`. This diff addresses this by making use of `target_fidelities` as the `fixed_features` argument to `D62380369`. Differential Revision: D62391106
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This pull request was exported from Phabricator. Differential Revision: D62391106 |
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Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #2519 +/- ##
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Coverage 99.98% 99.98%
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Files 193 193
Lines 16942 16944 +2
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+ Hits 16940 16942 +2
Misses 2 2 ☔ View full report in Codecov by Sentry. |
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This pull request has been merged in d841f2b. |
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Summary:
The input constructor for
qMultiFidelityKnowledgeGradientwas computingcurrent_valuein a manner that was effectively not fidelity-aware (the fidelity dimension was not fixed in the optimization done to obtaincurrent_value), since it was simply re-using functionality from the input constructor forconstruct_inputs_qKG.This diff addresses this by making use of
target_fidelitiesas thefixed_featuresargument toD62380369.Differential Revision: D62391106