HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization

Vincent Dumont, Casey Garner, Anuradha Trivedi +6

We present a new software, HYPPO, that enables the automatic tuning of hyperparameters of various deep learning (DL) models. Unlike other hyperparameter optimization (HPO) methods,…