公开(公告)号：US20240345883A1

公开(公告)日：2024-10-17

申请号：US18681825

申请日：2022-09-22

Applicant: QUALCOMM Incorporated

Inventor： Ioannis NOUSIAS ,  Vishal Ganesh SHITOLE ,  Deeksha DIXIT ,  Sami KHAWAM ,  Ben VANDERGRIEND ,  Mark Ian Roy MUIR

IPC: G06F9/50

CPC classification number: G06F9/5027 ,  G06F9/5061

Abstract: A method for accelerating machine learning on a computing device is described. The method includes partitioning neural network parameters and input data processed by a plurality of multiply-accumulate (MAC) units of a MAC array of the computing device. The method also includes interleaving MAC operations on the neural network parameters and the input data accessed according to a data sliding window and/or a stride N to compute an output during each cycle, in which N is greater than or equal to one.