公开(公告)号：US20240070799A1

公开(公告)日：2024-02-29

申请号：US18461038

申请日：2023-09-05

Applicant: Intel Corporation

Inventor： Dhiraj D. KALAMKAR ,  Karthikeyan VAIDYANATHAN ,  Srinivas SRIDHARAN ,  Dipankar DAS

IPC: G06T1/20 ,  G06N3/044 ,  G06N3/045 ,  G06N3/063 ,  G06N3/084

CPC classification number: G06T1/20 ,  G06N3/044 ,  G06N3/045 ,  G06N3/063 ,  G06N3/084

Abstract: One embodiment provides for a method of transmitting data between multiple compute nodes of a distributed compute system, the method comprising creating a global view of communication operations to be performed between the multiple compute nodes of the distributed compute system, the global view created using information specific to a machine learning model associated with the distributed compute system; using the global view to determine a communication cost of the communication operations; and automatically determining a number of network endpoints for use in transmitting the data between the multiple compute nodes of the distributed compute system.

公开(公告)号：US20210072955A1

公开(公告)日：2021-03-11

申请号：US16562979

申请日：2019-09-06

Applicant: Intel Corporation

Inventor： Naveen MELLEMPUDI ,  Dipankar DAS ,  Chunhui MEI ,  Kristopher WONG ,  Dhiraj D. KALAMKAR ,  Hong H. JIANG ,  Subramaniam Maiyuran ,  Varghese George

IPC: G06F7/499 ,  G06F17/16 ,  G06N3/08 ,  G06N3/04 ,  G06T1/20

Abstract: An apparatus to facilitate a computer number format conversion is disclosed. The apparatus comprises a control unit to receive to receive data format information indicating a first precision data format that input data is to be received and converter hardware to receive the input data and convert the first precision data format to a second precision data format based on the data format information.