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Allow continuation of previous exploration #107

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AngelFP opened this issue Aug 3, 2023 · 0 comments
Closed

Allow continuation of previous exploration #107

AngelFP opened this issue Aug 3, 2023 · 0 comments

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@AngelFP
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AngelFP commented Aug 3, 2023

A workflow we should support is the ability to continue a previous exploration. This can be done once Libensemble/libensemble#1041 is merged.

Apart from resuming an old exploration, this would allow for workflows such as

exp = Exploration(
    generator=gen,
    evaluator=ev,
    max_evals=1000,
)

# Run the first 100 evaluations
exp.run(n_evals=100)

# Do something (e.g., look at surrogate model, change hyperparameters, ...)

# Run the next 100 evaluations
exp.run(n_evals=100)

# etc.
@AngelFP AngelFP changed the title Allow continuation of previous exploration Allow running exploration in substeps Sep 26, 2023
@AngelFP AngelFP changed the title Allow running exploration in substeps Allow continuation of previous exploration Sep 26, 2023
@AngelFP AngelFP closed this as completed Oct 13, 2023
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