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Custom searcher ignoring max_cost_total #75

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danrgll opened this issue Apr 25, 2024 · 0 comments
Open

Custom searcher ignoring max_cost_total #75

danrgll opened this issue Apr 25, 2024 · 0 comments
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@danrgll
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danrgll commented Apr 25, 2024

When utilizing a custom searcher, the parameter max_cost_total is currently being ignored.

To make clear what scenario I mean, see this example:

def run_pipeline(**config):
    return {"loss": 1, "cost": 3}

search_space = SearchSpace(**pipeline_space)
optimizer = BayesianOptimizer(search_space)
neps.run(run_pipeline, searcher=optimizer, max_cost_total=100)
@danrgll danrgll added the bug Something isn't working label Apr 25, 2024
@eddiebergman eddiebergman added this to the Optimizer Overhaul milestone Jul 30, 2024
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