Implementation of ARGMAX or ARGMIN in hardware

The invention relates to implementation of ARGMAX or ARGMIN in hardware. A mechanism for processing data according to a neural network process on a hardware accelerator including fixed function circuitry, the neural network process including a neural network having an associated argmax or argmin fun...

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Bibliographische Detailangaben
Hauptverfasser: DICKICH CYNTHIA, AHMADI ALIREZA, CONDORELLI EMANUELE, ASSAAD MOHAMMAD
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to implementation of ARGMAX or ARGMIN in hardware. A mechanism for processing data according to a neural network process on a hardware accelerator including fixed function circuitry, the neural network process including a neural network having an associated argmax or argmin function. The argmax or argmin function is mapped to a set of basic neural network operations available for the fixed function circuitry. The neural network process is then performed using the fixed function circuitry. The data processed using the neural network process includes image and/or audio data. ARGMAX或ARGMIN在硬件中的实施。一种用于在包括固定功能电路系统的硬件加速器上根据神经网络过程处理数据的机制,所述神经网络过程包括具有相关联的argmax或argmin函数的神经网络。将所述argmax或argmin函数映射到可用于所述固定功能电路系统的基本神经网络运算的集合。然后使用所述固定功能电路系统执行所述神经网络过程。使用所述神经网络过程处理的数据包括图像和/或音频数据。