We recently developed a unified service system that allows Population Based Training to be scaled to diverse machine learning applications within Alphabet. We'll be presenting this paper at @kdd_news, August 2019 in Anchorage, Alaska! [arxiv.org][twitter]We conducted a case study of our system in WaveNet human speech synthesis and demonstrated that our PBT system produces superior accuracy and performance compared to other popular hyperparameter tuning methods
