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Remove multi-surrogate support in MBM #2957

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Commits on Oct 24, 2024

  1. Remove multi-surrogate support in MBM (facebook#2957)

    Summary:
    
    MBM with multiple surrogates was never supported e2e and is being deprecated. This diff:
    - Adds a new `surrogate_spec: Surrogate` input to `BoTorchModel`, to replace `surrogate_specs: dict[str, Surrogate]` input.
    - Raises a `DeprecationWarning` (as an exception) if `surrogate_specs` is passed in with multiple elements.
    - Cleans up the code that was necessary to support multiple surrogates.
    
    Differential Revision: D64875988
    saitcakmak authored and facebook-github-bot committed Oct 24, 2024
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