NoisyExpectedImprovementMixin
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Summary: Pull Request resolved: pytorch#1937 This commit introduces `qLogNoisyExpectedImprovement` (`qLogNEI`) a cousin of `qLogEI`. Similar to `qLogEI` and in contrast to `q(N)EI`, it generally exhibits strong and smooth gradients, leading to better acquisition function optimization and Bayesian optimization as a result. Differential Revision: https://internalfb.com/D47439161 fbshipit-source-id: 8a50f123e2f4a828934c8bc4fba0a163e0c0abb4
Summary: This commit introduces a mixin design to increase code sharing between `qLogNEI` and `qNEI`. Differential Revision: D47511290 fbshipit-source-id: efe6b1550948c5df7da1e185c7770ba062d60b06
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This pull request was exported from Phabricator. Differential Revision: D47511290 |
Codecov Report
@@ Coverage Diff @@
## main #1939 +/- ##
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Coverage 99.94% 99.94%
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Files 177 177
Lines 15596 15613 +17
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+ Hits 15588 15605 +17
Misses 8 8
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Summary: This commit introduces a mixin design to increase code sharing between
qLogNEIandqNEI.Differential Revision: D47511290