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1. (WO2019066183) ELECTRONIC DEVICE AND CONTROL METHOD THEREOF
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Pub. No.: WO/2019/066183 International Application No.: PCT/KR2018/005635
Publication Date: 04.04.2019 International Filing Date: 16.05.2018
IPC:
G06N 3/08 (2006.01) ,G06N 3/04 (2006.01) ,G06N 99/00 (2010.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3
Computer systems based on biological models
02
using neural network models
08
Learning methods
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3
Computer systems based on biological models
02
using neural network models
04
Architecture, e.g. interconnection topology
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
99
Subject matter not provided for in other groups of this subclass
Applicants:
삼성전자주식회사 SAMSUNG ELECTRONICS CO., LTD. [KR/KR]; 경기도 수원시 영통구 삼성로 129 129, Samsung-ro, Yeongtong-gu Suwon-si Gyeonggi-do 16677, KR
Inventors:
김경훈 KIM, Kyoung-hoon; KR
박영환 PARK, Young-hwan; KR
서동관 SUH, Dong-kwan; KR
나가라자케샤바 프라사드 NAGARAJA, Keshava Prasad; KR
김대현 KIM, Dae-hyun; KR
김석진 KIM, Suk-jin; KR
조한수 CHO, Han-su; KR
김현중 KIM, Hyun-jung; KR
Agent:
김태헌 KIM, Tae-hun; KR
정홍식 JEONG, Hong-sik; KR
Priority Data:
10-2017-016966811.12.2017KR
62/563,36926.09.2017US
Title (EN) ELECTRONIC DEVICE AND CONTROL METHOD THEREOF
(FR) DISPOSITIF ÉLECTRONIQUE ET PROCÉDÉ DE COMMANDE DE CELUI-CI
(KO) 전자 장치 및 그 제어 방법
Abstract:
(EN) Disclosed is an electronic device. The present electronic device includes storage; and a processor which performs a convolution calculation on target data and kernel data on the basis of stride information that indicates the interval at which the kernel data is applied to the target data stored in the storage, wherein the processor divides the target data into a plurality of pieces of sub-data on the basis of first stride information, performs the convolution calculation on the plurality of pieces of sub-data and a plurality of pieces of sub-kernel data respectively corresponding to the plurality of pieces of sub-data on the basis of second stride information that is different from the first stride information, and combines a plurality of calculation results. The plurality of pieces of sub-kernel data are obtained by dividing the kernel data on the basis of the first stride information, and the second stride information may indicate that the interval at which the kernel data is applied to the target data is 1.
(FR) L’invention concerne un dispositif électronique. Le présent dispositif électronique contient un stockage ; et un processeur qui effectue un calcul de convolution sur des données cibles et des données de noyau en fonction d'informations de pas qui indiquent l'intervalle auquel les données de noyau sont appliquées aux données cibles stockées dans le stockage, le processeur divisant les données cibles en une pluralité de sous-données en fonction de premières informations de pas, effectue le calcul de convolution sur la pluralité de sous-données et une pluralité de données de sous-noyau correspondant respectivement à la pluralité de sous-données en fonction de deuxièmes informations de pas qui sont différentes des premières informations de pas, et combine une pluralité de résultats de calcul. La pluralité de données de sous-noyau est obtenue en divisant les données de noyau en fonction des premières informations de pas, et les deuxièmes informations de pas peuvent indiquer que l'intervalle auquel les données de noyau sont appliquées aux données cibles est de 1.
(KO) 전자 장치가 개시된다. 본 전자 장치는 스토리지 및 스토리지에 저장된 대상 데이터에 커널 데이터가 적용되는 간격을 나타내는 스트라이드(stride) 정보에 기초하여 대상 데이터 및 커널 데이터를 컨볼루션(convolution) 연산하는 프로세서를 포함하며, 프로세서는 제1 스트라이드 정보에 기초하여 대상 데이터를 복수의 서브 데이터로 분할하고, 제1 스트라이드 정보와 상이한 제2 스트라이드 정보에 기초하여 복수의 서브 데이터 및 복수의 서브 데이터에 각각 대응되는 복수의 서브 커널 데이터를 컨볼루션 연산하며, 복수의 연산 결과를 병합하고, 복수의 서브 커널 데이터는 제1 스트라이드 정보에 기초하여 커널 데이터가 분할된 데이터이며, 제2 스트라이드 정보는 대상 데이터에 커널 데이터가 적용되는 간격이 1일 수 있다.
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: Korean (KO)
Filing Language: Korean (KO)