BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization

Zhongyi Pei, Zhiyao Cen, Yipeng Huang +4

Hyperparameter optimization (HPO) is known to be costly in deep learning, especially when leveraging automated approaches. Most of the existing automated HPO methods are accuracy-b…