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Update optimize_acqf_homotopy and refactor mixed optimizer dispatch#3165

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Update optimize_acqf_homotopy and refactor mixed optimizer dispatch#3165
sdaulton wants to merge 1 commit intometa-pytorch:mainfrom
sdaulton:export-D91913317

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@sdaulton sdaulton commented Feb 6, 2026

Summary: see title. This refactors dispatch to mixed optimizers into a shared utility for botorch and ax. This also cleans up optimize_acqf_homotopy by removing fixed_features_list and leveraging the new dispatch util. This adds support for using optimize_acqf_mixed_alternating.

Reviewed By: bletham

Differential Revision: D91913317

@meta-cla meta-cla bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Feb 6, 2026
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meta-codesync bot commented Feb 6, 2026

@sdaulton has exported this pull request. If you are a Meta employee, you can view the originating Diff in D91913317.

sdaulton added a commit to sdaulton/Ax-1 that referenced this pull request Feb 6, 2026
…acebook#4864)

Summary:
X-link: meta-pytorch/botorch#3165


see title. This refactors dispatch to mixed optimizers into a shared utility for botorch and ax. This also cleans up optimize_acqf_homotopy by removing fixed_features_list and leveraging the new dispatch util. This adds support for using optimize_acqf_mixed_alternating.

Reviewed By: bletham

Differential Revision: D91913317
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codecov bot commented Feb 6, 2026

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 100.00%. Comparing base (03dba0c) to head (7264279).

Additional details and impacted files
@@            Coverage Diff            @@
##              main     #3165   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
=========================================
  Files          219       219           
  Lines        21221     21255   +34     
=========================================
+ Hits         21221     21255   +34     

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…eta-pytorch#3165)

Summary:

X-link: facebook/Ax#4864

see title. This refactors dispatch to mixed optimizers into a shared utility for botorch and ax. This also cleans up optimize_acqf_homotopy by removing fixed_features_list and leveraging the new dispatch util. This adds support for using optimize_acqf_mixed_alternating.

Reviewed By: bletham

Differential Revision: D91913317
sdaulton added a commit to sdaulton/Ax-1 that referenced this pull request Feb 6, 2026
…acebook#4864)

Summary:
X-link: meta-pytorch/botorch#3165


see title. This refactors dispatch to mixed optimizers into a shared utility for botorch and ax. This also cleans up optimize_acqf_homotopy by removing fixed_features_list and leveraging the new dispatch util. This adds support for using optimize_acqf_mixed_alternating.

Reviewed By: bletham

Differential Revision: D91913317
sdaulton added a commit to sdaulton/Ax-1 that referenced this pull request Feb 6, 2026
…acebook#4864)

Summary:
X-link: meta-pytorch/botorch#3165


see title. This refactors dispatch to mixed optimizers into a shared utility for botorch and ax. This also cleans up optimize_acqf_homotopy by removing fixed_features_list and leveraging the new dispatch util. This adds support for using optimize_acqf_mixed_alternating.

Reviewed By: bletham

Differential Revision: D91913317
sdaulton added a commit to sdaulton/Ax-1 that referenced this pull request Feb 6, 2026
…acebook#4864)

Summary:
X-link: meta-pytorch/botorch#3165


see title. This refactors dispatch to mixed optimizers into a shared utility for botorch and ax. This also cleans up optimize_acqf_homotopy by removing fixed_features_list and leveraging the new dispatch util. This adds support for using optimize_acqf_mixed_alternating.

Reviewed By: bletham

Differential Revision: D91913317
sdaulton added a commit to sdaulton/Ax-1 that referenced this pull request Feb 6, 2026
…acebook#4864)

Summary:
X-link: meta-pytorch/botorch#3165


see title. This refactors dispatch to mixed optimizers into a shared utility for botorch and ax. This also cleans up optimize_acqf_homotopy by removing fixed_features_list and leveraging the new dispatch util. This adds support for using optimize_acqf_mixed_alternating.

Reviewed By: bletham

Differential Revision: D91913317
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