Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems

Xiaocong Du, Bhargav Bhushanam, Jiecao Yu, Dhruv Choudhary, Tianxiang Gao, Sherman Wong, Louis Feng, JongSoo Park, Yu Cao 0001, Arun Kejariwal. Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems. In M. Arif Wani, Ishwar K. Sethi, Weisong Shi, Guangzhi Qu, Daniela Stan Raicu, Ruoming Jin, editors, 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021, Pasadena, CA, USA, December 13-16, 2021. pages 1421-1428, IEEE, 2021. [doi]

Abstract

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