EL-Rec: Efficient Large-Scale Recommendation Model Training via Tensor-Train Embedding Table

Zheng Wang, Yuke Wang, Boyuan Feng, Dheevatsa Mudigere, Bharath Muthiah, Yufei Ding. EL-Rec: Efficient Large-Scale Recommendation Model Training via Tensor-Train Embedding Table. In SC22: International Conference for High Performance Computing, Networking, Storage and Analysis, Dallas, TX, USA, November 13-18, 2022. pages 1-14, IEEE, 2022. [doi]

Abstract

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