首页> 外国专利> DATA TRANSMISSION METHOD AND CALCULATION APPARATUS FOR NEURAL NETWORK, ELECTRONIC APPARATUS, COMPUTER-RAEDABLE STORAGE MEDIUM AND COMPUTER PROGRAM PRODUCT

DATA TRANSMISSION METHOD AND CALCULATION APPARATUS FOR NEURAL NETWORK, ELECTRONIC APPARATUS, COMPUTER-RAEDABLE STORAGE MEDIUM AND COMPUTER PROGRAM PRODUCT

机译:神经网络,电子设备,计算机可存储介质和计算机程序产品的数据传输方法和计算装置

摘要

Provided are a data transmission method for a neural network, and a related product. The method includes the following steps: acquiring a weight specification of weight data stored in a memory, comparing the weight specification with a specification of a write memory in terms of size and determining a comparison resu according to the comparison result, dividing the write memory into a first-in first-out write memory and a multiplexing write memory; according to the comparison result, determining data reading policies of the first-in first-out write memory and the multiplexing write memory; and according to the data reading policies, reading weights from the first-in first-out write memory and the multiplexing write memory and loading the weights to a calculation circuit. The technical solution provided by the present application has the advantages of low power consumption and short calculation time.
机译:提供了用于神经网络的数据传输方法以及相关产品。该方法包括以下步骤:获取存储在存储器中的重量数据的重量规格,将重量规格与写存储器的规格在大小方面进行比较并确定比较结果;以及根据比较结果,将写存储器分为先进先出写存储器和多路复用写存储器。根据比较结果,确定先进先出写存储器和多路复用写存储器的数据读取策略;根据数据读取策略,从先进先出写存储器和多路复用写存储器中读取权重,并将权重加载到计算电路中。本申请提供的技术方案具有功耗低,计算时间短的优点。

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