公开(公告)号：US20210201142A1

公开(公告)日：2021-07-01

申请号：US17096748

申请日：2020-11-12

Applicant: Samsung Electronics Co., Ltd.

Inventor： Jonghun LEE ,  Kyounghoon KIM ,  Chaeseok IM

IPC: G06N3/08

Abstract: An electronic device is provided. The electronic device includes: a memory configured to store first information and second information; and a processor configured to obtain a first weight matrix by loading the first information or obtain a second weight matrix by loading the first information and the second information, based on resource information of the electronic device, wherein the first information includes weights related to the first weight matrix and a first index corresponding to the weights, and the second information includes an additional weight for obtaining the second weight matrix and a second index corresponding to the additional weight.

公开(公告)号：US20210034568A1

公开(公告)日：2021-02-04

申请号：US16936965

申请日：2020-07-23

Applicant: Samsung Electronics Co., Ltd.

Inventor： Kyounghoon KIM ,  Gyeonghoon KIM ,  Hyunsik KIM ,  Haksup SONG ,  Guyeon WEI ,  Jonghun LEE ,  Jinsae JUNG ,  Junguk CHO ,  Sangbok HAN

IPC: G06F15/80 ,  G06F9/50

Abstract: A processor is provided. The processor includes a plurality of processing elements configured to be arranged in a matrix form, and a controller configured to control the plurality of processing elements during a plurality of cycles to process a target data, control first processing elements so that each of the first processing elements operates data provided from adjacent first processing elements and the input first element and inputs each of second elements included in a second row among the plurality of elements to second processing elements arranged in the second row among the plurality of processing elements, control the second processing elements so that each of the second processing elements operates data provided from adjacent second processing elements and the input second element, and operates data provided from the adjacent first processing elements in the same column among the first processing elements and pre-stored operation data.