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Use prune_baseline=True as default for qNEI #1796

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Summary: Without prune baseline, we waste a lot of compute in the forward pass since we need to compute the posterior for joint q-batch over X and X_baseline.

Reviewed By: dme65, Balandat

Differential Revision: D45054740

@facebook-github-bot facebook-github-bot added CLA Signed Do not delete this pull request or issue due to inactivity. fb-exported labels Apr 17, 2023
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This pull request was exported from Phabricator. Differential Revision: D45054740

Summary:
Pull Request resolved: pytorch#1796

Without prune baseline, we waste a lot of compute in the forward pass since we need to compute the posterior for joint q-batch over X and X_baseline.

Reviewed By: dme65, Balandat

Differential Revision: D45054740

fbshipit-source-id: b9301d3a517db4f4276b65100cc8100fb802ec2d
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This pull request was exported from Phabricator. Differential Revision: D45054740

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codecov bot commented Apr 17, 2023

Codecov Report

Merging #1796 (8170df1) into main (ee48d4a) will not change coverage.
The diff coverage is n/a.

❗ Current head 8170df1 differs from pull request most recent head 22dce43. Consider uploading reports for the commit 22dce43 to get more accurate results

@@            Coverage Diff            @@
##              main     #1796   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
=========================================
  Files          170       170           
  Lines        14779     14779           
=========================================
  Hits         14779     14779           
Impacted Files Coverage Δ
botorch/acquisition/input_constructors.py 100.00% <ø> (ø)
botorch/acquisition/monte_carlo.py 100.00% <ø> (ø)
botorch/acquisition/utils.py 100.00% <ø> (ø)

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This pull request has been merged in a58d034.

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