PROCESSING CORE, RECONFIGURABLE PROCESSING ELEMENTS AND OPERATING METHOD THEREOF FOR ARTIFICIAL INTELLIGENCE ACCELERATORS

A reconfigurable processing circuit of an AI accelerator and a method of operating the same are disclosed. In one aspect, the reconfigurable processing circuit includes a first memory configured to store an input activation state, a second memory configured to store a weight, a multiplier configured...

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Bibliographische Detailangaben
Hauptverfasser: AKARVARDAR, MURAT KEREM, SUN, XIAOYU, NAOUS, RAWAN
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:A reconfigurable processing circuit of an AI accelerator and a method of operating the same are disclosed. In one aspect, the reconfigurable processing circuit includes a first memory configured to store an input activation state, a second memory configured to store a weight, a multiplier configured to multiply the weight and the input activation state and output a product, a first multiplexer (mux) configured to, based on a first selector, output a previous sum from a previous reconfigurable processing element, a third memory configured to store a first sum, a second mux configured to, based on a second selector, output the previous sum or the first sum, an adder configured to add the product and the previous sum or the first sum to output a second sum, and a third mux configured to, based on a third selector, output the second sum or the previous sum.