ELECTRONIC DEVICE FOR PROCESSING NEURAL NETWORK MODEL AND METHOD OF OPERATING THE SAME

According to various embodiments, an electronic device comprises: a memory; and a processor comprising a resource management unit and a neural processing unit, wherein the processor obtains an execution request of a specific function that operates based on a specific neural network model, identifies...

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Bibliographic Details
Main Authors LEE JUNHYUK, PARK HYUNBIN, CHOI JIN, YANG SEUNGJIN
Format Patent
LanguageEnglish
Korean
Published 14.03.2023
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:According to various embodiments, an electronic device comprises: a memory; and a processor comprising a resource management unit and a neural processing unit, wherein the processor obtains an execution request of a specific function that operates based on a specific neural network model, identifies an available bandwidth of the memory through the resource management unit, and sets to quantize the specific neural network model, through the neural processing unit, based on the available bandwidth of the memory. Other embodiments may also be possible. Therefore, the present invention is capable of providing the electronic device that satisfies a quality of service. 다양한 실시예들에 따라서, 전자 장치는 메모리, 및 리소스 관리 장치(resource management unit) 및 신경망 처리 장치(neural processing unit)를 포함하는 프로세서를 포함하고, 상기 프로세서는, 특정 신경망 모델에 기반하여 동작하는 특정 기능의 실행 요청을 획득하고, 상기 리소스 관리 장치를 통하여, 상기 메모리의 가용 대역폭을 식별하고, 및 상기 신경망 처리 장치를 통하여, 상기 메모리의 가용 대역폭에 기반하여 상기 특정 신경망 모델을 양자화하도록 설정될 수 있다. 그 밖의 실시예들도 가능할 수 있다.
Bibliography:Application Number: KR20210142991