AdaS&S: a One-Shot Supernet Approach for Automatic Embedding Size Search in Deep Recommender System

He Wei, Yuekui Yang, Yang Zhang +3

Deep Learning Recommendation Model(DLRM)s utilize the embedding layer to represent various categorical features. Traditional DLRMs adopt unified embedding size for all features, le…