Speed up Warped GP tutorial by only running one replication and not comparing against other methods #2462
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…omparing against other methods (pytorch#2462) Summary: Pull Request resolved: pytorch#2462 Context: This tutorial has been taking too long to run. Also, a tutorial doesn't need to serve both as a demonstration tha the method works better than other methods (in a statistically significant way) and as a demonstration of how to use it. This PR: * Only ones one replication, rather than 3. (Putting a CI on 3 data points is a little silly anyway.) * Removes the comparision methods, Sobol and qNEI with a non-warped GP. * Uses qLogNEI instead of qNEI * Use SingleTaskGP instead of deprecated FixedNoiseGP * No longer manually specifies outcome transform (building on pytorch#2458) * Makes copy edits Differential Revision: D61054473
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Balandat
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Aug 13, 2024
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This pull request has been merged in fbbcc73. |
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Summary:
Context: This tutorial has been taking too long to run. Also, a tutorial doesn't need to serve both as a demonstration tha the method works better than other methods (in a statistically significant way) and as a demonstration of how to use it.
This PR:
Differential Revision: D61054473