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Summary: This diff adds methods for search space manipulation for AxClient for convenience: 1. add_parameters: add parameters into search spaces 2. update_parameters: update the bounds for existing range parameters in the search space. 3. disable_parameters: Disable parameters in the experiment. This allows narrowing the search space after the experiment has run some trials. Differential Revision: D93766951
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Summary: Currently, when updating search spaces for an experiment, the entire search space needs to be specified. There are feedbacks mentioning this is hard to use, especially when the search space has many parameters. This diff ads a method "udpate_parameters" which only updates the values for an existing range parameters in the the search space.
Differential Revision: D93766951