公开(公告)号：US20210200836A1

公开(公告)日：2021-07-01

申请号：US17137226

申请日：2020-12-29

Applicant: QUALCOMM Incorporated

Inventor： Yun DU ,  Gang ZHONG ,  Fei WEI ,  Yibin ZHANG ,  Jing HAN ,  Hongjiang SHANG ,  Elina KAMENETSKAYA ,  Minjie HUANG ,  Alexei Vladimirovich BOURD ,  Chun YU ,  Andrew Evan GRUBER ,  Eric DEMERS

IPC: G06F17/16 ,  G06F7/57

Abstract: The present disclosure relates to methods and apparatus for compute processing. For example, disclosed techniques facilitate improving performance of matrix multiplication in streaming processor. Aspects of the present disclosure can execute, with a load control unit, a first load instruction to load a set of input data of an input matrix from a first memory to a second memory. Aspects of the present disclosure can also execute, with the load control unit, a second load instruction to load a set of weight data of a weight matrix from the first memory to the second memory. Additionally, aspects of the present disclosure can perform, with an ALU component, a matrix multiplication operation using the set of input data and the set of weight data to generate an output matrix. Further, aspects of the present disclosure can store the output matrix at a general purpose register accessible to the ALU component.

公开(公告)号：US20240037183A1

公开(公告)日：2024-02-01

申请号：US18487918

申请日：2023-10-16

Applicant: QUALCOMM Incorporated

Inventor： Yun DU ,  Gang ZHONG ,  Fei WEI ,  Yibin ZHANG ,  Jing HAN ,  Hongjiang SHANG ,  Elina KAMENETSKAYA ,  Minjie HUANG ,  Alexei Vladimirovich BOURD ,  Chun YU ,  Andrew Evan GRUBER ,  Eric DEMERS

IPC: G06F17/16 ,  G06F7/57

CPC classification number: G06F17/16 ,  G06F7/57

Abstract: The present disclosure relates to methods and apparatus for compute processing. For example, disclosed techniques facilitate improving performance of matrix multiplication in streaming processor. Aspects of the present disclosure can execute, with a load control unit, a first load instruction to load a set of input data of an input matrix from a first memory to a second memory. Aspects of the present disclosure can also execute, with the load control unit, a second load instruction to load a set of weight data of a weight matrix from the first memory to the second memory. Additionally, aspects of the present disclosure can perform, with an ALU component, a matrix multiplication operation using the set of input data and the set of weight data to generate an output matrix. Further, aspects of the present disclosure can store the output matrix at a general purpose register accessible to the ALU component.

公开(公告)号：US20250069181A1

公开(公告)日：2025-02-27

申请号：US18456083

申请日：2023-08-25

Applicant: QUALCOMM Incorporated

Inventor： Tao WANG ,  Jing HAN ,  Yun LI ,  Fei XU

IPC: G06T1/20 ,  G06F9/48 ,  G06T1/60

Abstract: Aspects of the disclosure are directed to information processing. In accordance with one aspect, information processing includes a databus; a memory system coupled to the databus; and a graphics processing unit (GPU) coupled to the memory system and the databus, wherein the GPU is configured to do the following: retrieve a first plurality of atomic operations containing a first plurality of data values for a shared memory location; compute a first aggregate data value based on the first plurality of data values; and generate a first aggregate atomic operation containing the first aggregate data value.