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Model caching #253

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Model caching #253

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  • implements use_cached_hyperparameters flag inside model constructor, which bypasses model training and uses state_dict of the last trained GP model instead
  • updated time dependent BO example with caching usage

nikitakuklev
nikitakuklev approved these changes Nov 21, 2024
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LGTM overall, need to check carefully at where tensor live since state_dict is a shallow copy

xopt/generators/bayesian/models/standard.py Outdated Show resolved Hide resolved
xopt/generators/bayesian/models/standard.py Show resolved Hide resolved
xopt/tests/generators/bayesian/test_model_constructor.py Outdated Show resolved Hide resolved
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@ChristopherMayes ChristopherMayes ChristopherMayes approved these changes

@nikitakuklev nikitakuklev nikitakuklev approved these changes

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@roussel-ryan @nikitakuklev @ChristopherMayes