DATA PROCESSING METHOD AND DEVICE

A data processing method and device are provided. The method includes: performing a forward calculation of a neural network on global data to obtain intermediate data for a reverse calculation of the neural network; storing the intermediate data in a buffer unit; reading the intermediate data from t...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Zheng, Huanxin, Wang, Guibin
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:A data processing method and device are provided. The method includes: performing a forward calculation of a neural network on global data to obtain intermediate data for a reverse calculation of the neural network; storing the intermediate data in a buffer unit; reading the intermediate data from the buffer unit; and performing the reverse calculation of the neural network on the intermediate data to obtain a result of the reverse calculation. According to embodiments, in the reverse calculation of the neural network, the number of accessing the global memory is reduced, thereby reducing the computational time cost and increasing the data processing speed.