TT-Rec: Tensor Train Compression for Deep Learning Recommendation Models

Chunxing Yin, Bilge Acun, Xing Liu +1

The memory capacity of embedding tables in deep learning recommendation models (DLRMs) is increasing dramatically from tens of GBs to TBs across the industry. Given the fast growth…