Use Standardize by default for SingleTaskGP #2630
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Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #2630 +/- ##
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Coverage 95.27% 95.27%
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Files 493 493
Lines 47640 47642 +2
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+ Hits 45388 45390 +2
Misses 2252 2252 ☔ View full report in Codecov by Sentry. |
dme65
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Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
dme65
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Aug 2, 2024
Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
dme65
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Aug 2, 2024
Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
dme65
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Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
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This pull request was exported from Phabricator. Differential Revision: D60492937 |
dme65
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Summary: Pull Request resolved: facebook#2630 X-link: pytorch/botorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
dme65
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Aug 7, 2024
Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
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This pull request was exported from Phabricator. Differential Revision: D60492937 |
dme65
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Aug 7, 2024
Summary: Pull Request resolved: facebook#2630 X-link: pytorch/botorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
dme65
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Aug 7, 2024
Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
dme65
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Aug 7, 2024
Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
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This pull request was exported from Phabricator. Differential Revision: D60492937 |
dme65
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Aug 7, 2024
Summary: Pull Request resolved: facebook#2630 X-link: pytorch/botorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
dme65
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Aug 7, 2024
Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
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This pull request was exported from Phabricator. Differential Revision: D60492937 |
dme65
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Aug 7, 2024
Summary: Pull Request resolved: facebook#2630 X-link: pytorch/botorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
dme65
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Aug 8, 2024
Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
dme65
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Aug 8, 2024
Summary: Pull Request resolved: facebook#2630 X-link: pytorch/botorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` and `Normalize` by default if no input/outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
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This pull request was exported from Phabricator. Differential Revision: D60492937 |
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This pull request was exported from Phabricator. Differential Revision: D60492937 |
dme65
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Aug 9, 2024
Summary: Pull Request resolved: facebook#2630 X-link: pytorch/botorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` by default if no outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
dme65
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Aug 9, 2024
Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` by default if no outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
dme65
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Aug 9, 2024
Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` by default if no outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
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This pull request was exported from Phabricator. Differential Revision: D60492937 |
dme65
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Aug 9, 2024
Summary: Pull Request resolved: facebook#2630 X-link: pytorch/botorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` by default if no outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Differential Revision: D60492937
Summary: Pull Request resolved: facebook#2630 X-link: pytorch/botorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` by default if no outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Reviewed By: esantorella Differential Revision: D60492937
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This pull request was exported from Phabricator. Differential Revision: D60492937 |
dme65
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Aug 9, 2024
Summary: X-link: facebook/Ax#2630 Pull Request resolved: pytorch#2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` by default if no outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Reviewed By: esantorella Differential Revision: D60492937
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This pull request has been merged in 52351e8. |
facebook-github-bot
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Summary: X-link: facebook/Ax#2630 Pull Request resolved: #2458 D60080819 recently updated the default `SingleTaskGP` BoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the `SingleTaskGP` to use `Standardize` by default if no outcome transforms are specified (this allows users to explicitly pass in `None` if they don't want to use any transforms). Reviewed By: esantorella Differential Revision: D60492937 fbshipit-source-id: 833ff6a2e617e93f1495d978552e29a7ee943e74
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Summary: D60080819 recently updated the default
SingleTaskGPBoTorch priors. One significant change was to remove the use of an outputscale, which may not work well if the outputs aren't standardized. This diff changes the SingleTaskGP to use Standardize by default if no outcome transforms are specified (this allows users to explicitly pass in None if they don't want to use any transforms).Differential Revision: D60492937