Patent · US Active

Accelerator automation framework for heterogeneous computing in datacenters

US11429767B2 · kind B2 · utility

0Cited by

0References

18Claims

0Family size

Assignee

XILINX, INC. · US

Inventors

Cody Hao Yu · Los Angeles, US
Peng Zhang · Lo Wu, CN

Key dates

Filing date	Dec 20, 2019
Grant date	Aug 30, 2022
Priority date	—
Expiry date	Aug 25, 2040

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Systems and methods for designing an information processing system are described. In one embodiment, a design space is partitioned into a plurality of independent partitions based on a defined set of rules. A unique processing core is assigned to each partition. A plurality of starting points is generated for each partition, where each starting point is associated with a machine learning algorithm. The starting points for each partition may include a performance driven seed and an area-driven seed. A set of feasible designs associated with the information processing system are determined.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.