公开(公告)号：US20230153240A1

公开(公告)日：2023-05-18

申请号：US17054083

申请日：2019-11-07

Applicant: Intel Corporation

Inventor： Yong Wu ,  Mohammad Haghighat ,  Zhong Cao ,  Feng Yuan ,  Hongzhen Liu

IPC: G06F12/06 ,  G06F9/30

CPC classification number: G06F12/0607 ,  G06F9/3001 ,  G06F2212/251

Abstract: Method, systems and apparatuses may provide for technology that identifies first data and second data to be stored in a data storage. Each of the first data and the second data are in a first data format. Some technology may also interleave the first data with the second data. The interleaved first and second data are in a second data format. The second data format is different from the first data format.

公开(公告)号：US20240037378A1

公开(公告)日：2024-02-01

申请号：US18255391

申请日：2020-12-24

Applicant: Intel Corporation

Inventor： Guokai Ma ,  Jiong Gong ,  Dhiraj Kalamkar ,  Rachitha Prem Seelin ,  Hongzhen Liu ,  Akshay Jain ,  Liangang Zhang

IPC: G06N3/063 ,  G06N3/084

CPC classification number: G06N3/063 ,  G06N3/084

Abstract: Systems, apparatuses and methods may provide for technology that identifies an embedding table associated with a neural network. The neural network is associated with a plurality of compute nodes. The technology further identifies a number of entries of the embedding table, and determines whether to process gradients associated with the embedding table as dense gradients or sparse gradients based on the number of entries.

公开(公告)号：US11907118B2

公开(公告)日：2024-02-20

申请号：US17054083

申请日：2019-11-07

Applicant: Intel Corporation

Inventor： Yong Wu ,  Mohammad Haghighat ,  Zhong Cao ,  Feng Yuan ,  Hongzhen Liu

IPC: G06F12/06 ,  G06F9/30

CPC classification number: G06F12/0607 ,  G06F9/3001 ,  G06F2212/251

Abstract: Method, systems and apparatuses may provide for technology that identifies first data and second data to be stored in a data storage. Each of the first data and the second data are in a first data format. Some technology may also interleave the first data with the second data. The interleaved first and second data are in a second data format. The second data format is different from the first data format.