Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems

Weijie Zhao, Deping Xie, Ronglai Jia +4

Neural networks of ads systems usually take input from multiple resources, e.g., query-ad relevance, ad features and user portraits. These inputs are encoded into one-hot or multi-…