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Replacement for `Models.GPKG`
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.