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          Update ibnn_bo tutorial to use LogEI
          #2499
        
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Differential Revision: D61997651
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           This pull request was exported from Phabricator. Differential Revision: D61997648  | 
    
          Codecov ReportAll modified and coverable lines are covered by tests ✅ 
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##             main    #2499   +/-   ##
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  Misses          2        2           ☔ View full report in Codecov by Sentry.  | 
    
…#2496) Summary: Pull Request resolved: meta-pytorch#2496 Updating the constrained noisy optimization tutorial to use LogEI, which improves the performance of both versions, and crystalizes the advantage of the `qLogNEI` in the noisy context: Before: {F1834686039} After: {F1834684434} Differential Revision: D61997649 Reviewed By: esantorella
…pytorch#2498) Summary: Pull Request resolved: meta-pytorch#2498 Updating the analytic vs MC comparison tutorial to use LogEI. Differential Revision: D61997650 Reviewed By: esantorella
Summary: Pull Request resolved: meta-pytorch#2499 Changing EI to LogEI in the iBNN tutorial. Notably this anecdotally improves the performance of the Matern-GP BO substantially, even in this high-dimensional space: {F1834660285} Reviewed By: esantorella Differential Revision: D61997648
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           This pull request was exported from Phabricator. Differential Revision: D61997648  | 
    
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           This pull request has been merged in 1f6bf87.  | 
    
Summary:
Changing EI to LogEI in the iBNN tutorial.
Notably this anecdotally improves the performance of the Matern-GP BO substantially, even in this high-dimensional space:
Differential Revision: D61997648