Central scheduler and instruction dispatcher for neural inference processor

Neural inference processors are provided. In various embodiments, a processor includes a plurality of cores. Each core includes a neural computation unit, an activation memory, and a local controller.The neural computation unit is adapted to apply a plurality of synaptic weights to a plurality of in...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: TABA BRIAN S, ESSER STEVEN K, PENNER HARTMUT, DATTA PALLAB, CASSIDY ANDREW S, KLAMO JENNIFER, FLICKNER MYRON, SAWADA JUN, MODHA DHARMENDRA, APPUSWAMY RATHINAKUMAR, ARTHUR JOHN V
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Neural inference processors are provided. In various embodiments, a processor includes a plurality of cores. Each core includes a neural computation unit, an activation memory, and a local controller.The neural computation unit is adapted to apply a plurality of synaptic weights to a plurality of input activations to produce a plurality of output activations. The activation memory is adapted to store the input activations and the output activations. The local controller is adapted to load the input activations from the activation memory to the neural computation unit and to store the plurality of output activations from the neural computation unit to the activation memory. The processor includes a neural network model memory adapted to store network parameters, including the plurality ofsynaptic weights. The processor includes a global scheduler operatively coupled to the plurality of cores, adapted to provide the synaptic weights from the neural network model memory to each core. 提供了神经推理处理器。在各种实施例中,处理器包括多个核。