Systems and methods implementing an intelligent optimization platform
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United States of America
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Nov 12, 2024
Grant Date -
Apr 21, 2022
app pub date -
Dec 23, 2021
filing date -
Dec 23, 2021
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Abstract
A disclosed example includes implementing a first worker instance and a second worker instance to operate in parallel; running a first tuning operation via the first worker instance to tune first hyperparameters; running a second tuning operation via the second worker instance using a Bayesian-based optimization to determine a hyperparameter configuration to evaluate next; evaluating the hyperparameter configuration for an external model using a surrogate model; and selecting the hyperparameter configuration for the external model.
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