Neural network comprising matrix multiplication

A method and data processing system are disclosed for implementing a neural network containing at least one matrix multiplication operation. The matrix multiplication operation is mapped to a graph of neural network operations including at least one element-wise operation. The at least one element-w...

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Bibliographische Detailangaben
Hauptverfasser: James Imber, Biswarup Choudhury, Aria Ahmadi, Timothy Atherton, Cagatay Dikici
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:A method and data processing system are disclosed for implementing a neural network containing at least one matrix multiplication operation. The matrix multiplication operation is mapped to a graph of neural network operations including at least one element-wise operation. The at least one element-wise operation is implemented in fixed-function hardware of a neural network accelerator.