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Skip fixed feature enumerations in optimize_acqf_mixed that can't satisfy the parameter constraints #2614

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@dme65 dme65 commented Nov 6, 2024

Summary: When using optimize_acqf_mixed, some combinations of fixed features may result in the parameter constraints being impossible to satisfy. This causes optimize_acqf to error out. This diff skips the combinations of fixed features where the parameter constraints are impossible to satisfy.

Differential Revision: D65514819

@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Nov 6, 2024
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This pull request was exported from Phabricator. Differential Revision: D65514819

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This pull request was exported from Phabricator. Differential Revision: D65514819

dme65 pushed a commit to dme65/botorch that referenced this pull request Nov 6, 2024
…isfy the parameter constraints (pytorch#2614)

Summary:
Pull Request resolved: pytorch#2614

When using `optimize_acqf_mixed`, some combinations of fixed features may result in the parameter constraints being impossible to satisfy. This causes `optimize_acqf` to error out. This diff skips the combinations of fixed features where the parameter constraints are impossible to satisfy.

Differential Revision: D65514819
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codecov bot commented Nov 6, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 99.98%. Comparing base (8b13120) to head (65041ae).
Report is 2 commits behind head on main.

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #2614   +/-   ##
=======================================
  Coverage   99.98%   99.98%           
=======================================
  Files         196      196           
  Lines       17359    17369   +10     
=======================================
+ Hits        17357    17367   +10     
  Misses          2        2           

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dme65 pushed a commit to dme65/botorch that referenced this pull request Nov 6, 2024
…isfy the parameter constraints (pytorch#2614)

Summary:

When using `optimize_acqf_mixed`, some combinations of fixed features may result in the parameter constraints being impossible to satisfy. This causes `optimize_acqf` to error out. This diff skips the combinations of fixed features where the parameter constraints are impossible to satisfy.

Reviewed By: saitcakmak, esantorella

Differential Revision: D65514819
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This pull request was exported from Phabricator. Differential Revision: D65514819

…isfy the parameter constraints (pytorch#2614)

Summary:

When using `optimize_acqf_mixed`, some combinations of fixed features may result in the parameter constraints being impossible to satisfy. This causes `optimize_acqf` to error out. This diff skips the combinations of fixed features where the parameter constraints are impossible to satisfy.

Reviewed By: saitcakmak, esantorella

Differential Revision: D65514819
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This pull request was exported from Phabricator. Differential Revision: D65514819

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This pull request has been merged in cd657d9.

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