LiNR: Model Based Neural Retrieval on GPUs at LinkedIn

Fedor Borisyuk, Qingquan Song, Mingzhou Zhou +11

This paper introduces LiNR, LinkedIn's large-scale, GPU-based retrieval system. LiNR supports a billion-sized index on GPU models. We discuss our experiences and challenges in crea…