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Update optimize_acqf_homotopy and refactor mixed optimizer dispatch#4864

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Update optimize_acqf_homotopy and refactor mixed optimizer dispatch#4864
sdaulton wants to merge 1 commit intofacebook: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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@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
sdaulton added a commit to sdaulton/botorch that referenced this pull request Feb 6, 2026
…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
…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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