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Making BoTorch's (Discrete) Multifidelity BO Work under Service API

Open Abrikosoff opened this issue 1 year ago • 0 comments

Hi,

I have another quick question regarding the possibility of do multifidelity BO under the Service API. I now have a use case for BoTorch's multifidelity BO; the tutorials are clear, but as I have already been using Ax's Service API for some time now (and appreciating the ease of use it gives), I was wondering whether the MF workflow can be transplanted to work under the Service API? I'm guessing yes, since on the surface it seems that we only need to pass some acquisition functions (can't call optimize_acqf in Service though, but there are other ways to pass in a qMultiFidelityHypervolumeKnowledgeGradient I guess?)? But it could very well be I'm missing something, so I would really appreciate some expert opinions here!

Abrikosoff avatar May 22 '24 00:05 Abrikosoff