Amazon SageMaker Automatic Model Tuning now supports three new completion criteria for hyperparameter optimization
AWS Machine Learning
FEBRUARY 7, 2023
This feature is part of a resource control criteria and doesn’t take into account the convergence of the models. We demonstrated with an experiment that intelligent stopping based on improvement observation across iteration may lead to a significantly optimized budget and time management compared to not defining a completion criteria.
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