Neural network including matrix multiplication

The invention relates to a neural network including matrix multiplication. The invention discloses a method and a data processing system for implementing a neural network comprising at least one matrix multiplication operation. The matrix multiplication operation is mapped to a neural network operat...

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Bibliographische Detailangaben
Hauptverfasser: DICKICH CYNTHIA, AHMADI ALIREZA, CHAUDHARY BHARAT, IMBER JAMES, ATHERTON TOM
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to a neural network including matrix multiplication. The invention discloses a method and a data processing system for implementing a neural network comprising at least one matrix multiplication operation. The matrix multiplication operation is mapped to a neural network operation graph comprising at least one element-by-element operation. The at least one element-by-element operation is implemented in fixed function hardware of the neural network accelerator. 本申请涉及包括矩阵乘法的神经网络。本发明公开了一种用于实施包含至少一个矩阵乘法运算的神经网络的方法和数据处理系统。矩阵乘法运算被映射到包括至少一个逐元素运算的神经网络运算图。至少一个逐元素运算在神经网络加速器的固定功能硬件中实施。