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1. (WO2018222290) INTEGRATION OF LEARNING MODELS INTO A SOFTWARE DEVELOPMENT SYSTEM
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Pub. No.: WO/2018/222290 International Application No.: PCT/US2018/028416
Publication Date: 06.12.2018 International Filing Date: 19.04.2018
IPC:
G06F 8/71 (2018.01) ,G06N 99/00 (2010.01) ,G06F 8/36 (2018.01) ,G06F 8/30 (2018.01) ,G06F 8/60 (2018.01) ,G06F 8/10 (2018.01)
[IPC code unknown for G06F 8/71]
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
[IPC code unknown for G06F 8/36][IPC code unknown for G06F 8/30][IPC code unknown for G06F 8/60][IPC code unknown for G06F 8/10]
Applicants:
APPLE INC. [US/US]; One Apple Park Way Cupertino, California 95014, US
Inventors:
BROWN, Alexander B.; US
SIRACUSA, Michael R.; US
KAPOOR, Gaurav; US
OTTENS, Elizabeth A.; US
HANSON, Christopher M.; US
NATION, Zachary A.; US
MUNDHE, Vrushali H.; US
SRIDHAR, Srikrishna; US
Agent:
ITRI, Mark J.; US
DREZNES, Michael G.; US
Priority Data:
15/721,70129.09.2017US
62/514,78003.06.2017US
Title (EN) INTEGRATION OF LEARNING MODELS INTO A SOFTWARE DEVELOPMENT SYSTEM
(FR) INTÉGRATION DE MODÈLES D'APPRENTISSAGE DANS UN SYSTÈME DE DÉVELOPPEMENT LOGICIEL
Abstract:
(EN) The subject technology provides for generating machine learning (ML) model code from a ML document file, the ML document file being in a first data format, the ML document file being converted to code in an object oriented programming language different than the first data format. The subject technology further provides for receiving additional code that calls a function provided by the ML model code. The subject technology compiles the ML model code and the additional code, the compiled ML model code including object code corresponding to the compiled ML model code and the compiled additional code including object code corresponding to the additional code. The subject technology generates a package including the compiled ML model code and the compiled additional code. Further, the subject technology sends the package to a runtime environment on a target device for execution.
(FR) La technologie de l'invention permet de générer un code de modèle d'apprentissage machine (ML) à partir d'un fichier de document ML, le fichier de document ML étant dans un premier format de données, le fichier de document ML étant converti en code dans un langage de programmation orienté objet différent du premier format de données. La technologie de l'invention permet en outre de recevoir un code supplémentaire qui appelle une fonction fournie par le code de modèle ML. La technologie de l'invention compile le code de modèle ML et le code supplémentaire, le code de modèle ML compilé comprenant un code objet correspondant au code de modèle ML compilé et le code supplémentaire compilé comprenant un code objet correspondant au code supplémentaire. La technologie de l'invention génère un paquetage comprenant le code de modèle ML compilé et le code supplémentaire compilé. En outre, la technologie de l'invention envoie le paquetage à un environnement d'exécution sur un dispositif cible pour une exécution.
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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, KR, 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: English (EN)
Filing Language: English (EN)