公开(公告)号：US20250068649A1

公开(公告)日：2025-02-27

申请号：US18497250

申请日：2023-10-30

Applicant: Samsung Electronics Co., Ltd.

Inventor： Usman Sajid ,  Sai Prahladh Padmanabhan ,  Marie Mai Nguyen ,  Rekha Pitchumani ,  Yang Seok Ki

IPC: G06F16/28 ,  G06F16/245 ,  G06F16/2455

Abstract: A method of grouping embedding vectors in a storage device includes receiving, at a storage device, an inference query request including a first access index associated with a first embedding vector, determining, with a classification model, a first classification of the first access index, based on the first classification, searching for the first embedding vector in a cache of the storage device, receiving, at the storage device, a second access index associated with a second embedding vector, determining, with the classification model, a second classification of the second access index, and based on the second classification, searching for the second embedding vector in a persistent storage of the storage device.