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Add e2e tests with HSS #2345

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saitcakmak
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Summary:
Adds tests for candidate generation, prediction & cross validation using HSS with MBM defaults. Notably, the tests do not involve any mocks, except for fast_botorch_optimize.

The tests also highlight a weakness of current setup as it does not allow making predictions using valid parameterizations, when those parameterizations lack the inactive parameters (i.e. they're not full parmeterizations).

Differential Revision: D55952289

@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Apr 10, 2024
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This pull request was exported from Phabricator. Differential Revision: D55952289

Summary:

Adds tests for candidate generation, prediction & cross validation using HSS with MBM defaults. Notably, the tests do not involve any mocks, except for `fast_botorch_optimize`.

The tests also highlight a weakness of current setup as it does not allow making predictions using valid parameterizations, when those parameterizations lack the  inactive parameters (i.e. they're not full parmeterizations).

Differential Revision: D55952289
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This pull request was exported from Phabricator. Differential Revision: D55952289

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This pull request has been merged in e143fd2.

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