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Tutorial to mimic parameter constraint functionality for nonlinear constraints #2500

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Commits on Jun 6, 2024

  1. Tutorial to mimic parameter constraint functionality for nonlinear co…

    …nstraints (facebook#2500)
    
    Summary:
    Pull Request resolved: facebook#2500
    
    This diff adds to tutorials a method to early-exit trial evaluation based on an easy-to-calculate constraint metric (e.g., a nonlinear function of parameter values) in order to mimic behavior of parameter constraints when parameter constraints cannot be used. See this discussion for details ([link](facebook#2460)).
    
    Adds the following to the end of the `Special Cases` section of the Service API tutorial ([link](https://ax.dev/tutorials/gpei_hartmann_service.html#Special-Cases)):
    
    {F1670348258}
    
    Reviewed By: saitcakmak
    
    Differential Revision: D58146231
    Bernie Beckerman authored and facebook-github-bot committed Jun 6, 2024
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