Configurable polymorphic neural network accelerator application method

The invention relates to a configurable polymorphic neural network accelerator application method, which comprises the following steps of: 1) analyzing an application program: analyzing the characteristics of the application program so as to select a proper neural network accelerator configuration m...

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Bibliographic Details
Main Authors TIAN ZE, QIN XIANG, SUN CHENGLU, GUO LIANG, JIA YUNFEI, MA CHENGCHENG
Format Patent
LanguageChinese
English
Published 09.04.2024
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Summary:The invention relates to a configurable polymorphic neural network accelerator application method, which comprises the following steps of: 1) analyzing an application program: analyzing the characteristics of the application program so as to select a proper neural network accelerator configuration mode; 2) application program configuration: selecting a proper application program configuration method in combination with application program analysis information; and 3) neural network accelerator resource configuration: performing resource configuration on the neural network accelerator according to the selected application program configuration mode. According to the method, various configurable application service modes can be provided according to various task processing requirements of different application scenes, so that the reasoning speed of the neural network is accelerated, and the resource utilization rate is improved. 本发明涉及一种可配置多形态神经网络加速器应用方法，本发明包括以下步骤：1)应用程序分析：分析应用程序特点，从而选择合适的神经网络加速器配置方式；2)应用程序配置：结合
Bibliography:Application Number: CN202311743082