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Neural network chip, method of using neural network chip to implement de-convolution operation, electronic device, and computer readable storage medium

机译:神经网络芯片,使用神经网络芯片实现去卷积操作,电子设备和计算机可读存储介质的方法

摘要

A neural network chip and a related product are provided. The neural network chip (103) includes: a memory (102), a data reading/writing circuit, a convolution calculation circuit, wherein the memory is used for storing a feature map; the data reading/writing circuit is used for reading the feature map from the memory and execute an expansion and zero-padding operation on the feature according to configuration information of the feature map, and sending to the convolution calculation circuit (S401); and the convolution calculation circuit is used for performing convolution calculation on the data obtained after the expansion and zero-padding operation to implement a de-convolution operation (S402). The technical solution has advantages of saving memory usage and bandwidth.
机译:提供了神经网络芯片和相关产品。神经网络芯片( 103 )包括:存储器( 102 ),数据读取/写入电路,卷积计算电路,其中存储器用于存储特征地图;数据读取/写入电路用于从存储器读取特征映射,并根据特征图的配置信息对特征执行扩展和零填充操作,并发送到卷积计算电路(S 401 );并且卷积计算电路用于对在扩展和零填充操作之后获得的数据执行卷积计算以实现去卷积操作(S 402

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