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Replacement for `Models.GPKG`

Open AngelFP opened this issue 1 month ago • 0 comments

The latest release removes the GPKG model, and suggests using the newer BOTORCH_MODULAR instead (https://github.com/facebook/Ax/pull/2316). However, I am not sure how to build a replacement for GPKG using this approach.

Until now I've used GPKG with the Service API for multifidelity optimization, creating a GenerationStep as follows:

GenerationStep(
    model=Models.GPKG,
    num_trials=-1,
    model_kwargs={
        "cost_intercept": cost_intercept
    },
)

What would be the equivalent way of doing this with BOTORCH_MODULAR? I couldn't figure it out from the examples I saw in the documentation.

Best, Ángel.

AngelFP avatar May 03 '24 11:05 AngelFP