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.