公开(公告)号：US20180239992A1

公开(公告)日：2018-08-23

申请号：US15439284

申请日：2017-02-22

Applicant: ARM Limited

Inventor： Alexander Eugene Chalfin ,  Hardik Sharma ,  Thomas Jeremy Olson

IPC: G06K9/66 ,  G06N3/08 ,  G06N3/04 ,  G06K9/62

CPC classification number: G06K9/00986 ,  G06K9/4642 ,  G06N3/0454 ,  G06N3/084

Abstract: A data processing apparatus processes a set of weight values for an artificial neural network by representing the set of weight values in the form of an array of weight values and by using an image compression scheme to provide compressed weight data for the artificial neural network. The data processing apparatus uses an image decompression scheme to derive decompressed weight values from the compressed weight data and applies the decompressed weight values when producing a result from an input to the artificial neural network. The data processing apparatus can provide for efficient storage and processing of the weight values for the artificial neural network.

公开(公告)号：US10559093B2

公开(公告)日：2020-02-11

申请号：US15870928

申请日：2018-01-13

Applicant: Arm Limited

Inventor： Srihari Pratapa ,  Hardik Sharma ,  Thomas Jeremy Olson ,  Alexander Eugene Chalfin

IPC: G06T9/00 ,  G06N3/08 ,  G06T11/00

Abstract: A data processing apparatus implements an artificial neural network to generate a result that indicates one or more encoding options to use when encoding a set of data elements using an encoding scheme. The data processing apparatus can provide an efficient way of selecting between possible encoding options that can be used to encode a set of data elements.

公开(公告)号：US20190221006A1

公开(公告)日：2019-07-18

申请号：US15870928

申请日：2018-01-13

Applicant: Arm Limited

Inventor： Srihari Pratapa ,  Hardik Sharma ,  Thomas Jeremy Olson ,  Alexander Eugene Chalfin

IPC: G06T9/00 ,  G06N3/08

Abstract: A data processing apparatus implements an artificial neural network to generate a result that indicates one or more encoding options to use when encoding a set of data elements using an encoding scheme. The data processing apparatus can provide an efficient way of selecting between possible encoding options that can be used to encode a set of data elements.

公开(公告)号：US10599935B2

公开(公告)日：2020-03-24

申请号：US15439284

申请日：2017-02-22

Applicant: ARM Limited

Inventor： Alexander Eugene Chalfin ,  Hardik Sharma ,  Thomas Jeremy Olson

IPC: G06K9/00 ,  G06N3/08 ,  G06K9/46 ,  G06N3/04

Abstract: A data processing apparatus processes a set of weight values for an artificial neural network by representing the set of weight values in the form of an array of weight values and by using an image compression scheme to provide compressed weight data for the artificial neural network. The data processing apparatus uses an image decompression scheme to derive decompressed weight values from the compressed weight data and applies the decompressed weight values when producing a result from an input to the artificial neural network. The data processing apparatus can provide for efficient storage and processing of the weight values for the artificial neural network.