METHOD OF OPTIMIZING NEURAL NETWORK MODEL THAT IS PRE-TRAINED, METHOD OF PROVIDING A GRAPHICAL USER INTERFACE RELATED TO OPTIMIZING NEURAL NETWORK MODEL, AND NEURAL NETWORK MODEL PROCESSING SYSTEM PERFORMING THE SAME

A method of optimizing a neural network model includes receiving original model information about a first neural network model that is pre-trained; generating a second neural network model and compressed model information about the second neural network model by performing a compression on the first...

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Main Authors KIM, Kyoungyoung, KIM, Byeoungsu, CHOI, Jungmin, LEE, Changgwun, KIM, Jaegon, HA, Sanghyuck, YIM, Hanyoung
Format Patent
LanguageEnglish
French
German
Published 09.11.2022
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Abstract A method of optimizing a neural network model includes receiving original model information about a first neural network model that is pre-trained; generating a second neural network model and compressed model information about the second neural network model by performing a compression on the first neural network model; and outputting, on a screen, at least a part of the original model information and at least a part of the compressed model information.
AbstractList A method of optimizing a neural network model includes receiving original model information about a first neural network model that is pre-trained; generating a second neural network model and compressed model information about the second neural network model by performing a compression on the first neural network model; and outputting, on a screen, at least a part of the original model information and at least a part of the compressed model information.
Author KIM, Byeoungsu
KIM, Jaegon
LEE, Changgwun
CHOI, Jungmin
YIM, Hanyoung
HA, Sanghyuck
KIM, Kyoungyoung
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– fullname: CHOI, Jungmin
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– fullname: KIM, Jaegon
– fullname: HA, Sanghyuck
– fullname: YIM, Hanyoung
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DocumentTitleAlternate VERFAHREN ZUM OPTIMIEREN EINES VORTRAINIERTEN NEURONALEN NETZWERKMODELLS, VERFAHREN ZUM BEREITSTELLEN EINER GRAFISCHEN BENUTZERSCHNITTSTELLE IN BEZUG AUF DIE OPTIMIERUNG EINES NEURONALEN NETZWERKMODELLS UND SYSTEM ZUR VERARBEITUNG EINES NEURONALEN NETZWERKMODELLS, DAS DIESES VERFAHREN DURCHFÜHRT
PROCÉDÉ D'OPTIMISATION D'UN MODÈLE DE RÉSEAU NEURONAL PRÉ-ENTRAÎNÉ, PROCÉDÉ DE FOURNITURE D'UNE INTERFACE UTILISATEUR GRAPHIQUE LIÉE À L'OPTIMISATION DU MODÈLE DE RÉSEAU NEURONAL ET SYSTÈME DE TRAITEMENT DE MODÈLE DE RÉSEAU NEURONAL METTANT EN UVRE CE PROCÉDÉ
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Snippet A method of optimizing a neural network model includes receiving original model information about a first neural network model that is pre-trained; generating...
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SourceType Open Access Repository
SubjectTerms CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
Title METHOD OF OPTIMIZING NEURAL NETWORK MODEL THAT IS PRE-TRAINED, METHOD OF PROVIDING A GRAPHICAL USER INTERFACE RELATED TO OPTIMIZING NEURAL NETWORK MODEL, AND NEURAL NETWORK MODEL PROCESSING SYSTEM PERFORMING THE SAME
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