METHOD AND APPARATUS TO EFFICIENTLY PROCESS AND EXECUTE ARTIFICIAL INTELLIGENCE OPERATIONS

METHOD AND APPARATUS TO EFFICIENTLY PROCESS AND EXECUTE ARTIFICIAL INTELLIGENCE OPERATIONS

A method, apparatus, and system are discussed to efficiently process and execute Artificial Intelligence operations. An integrated circuit has a tailored architecture to process and execute Artificial Intelligence operations, including computations for a neural network having weights with a sparse v...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Mital, Deepak
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:A method, apparatus, and system are discussed to efficiently process and execute Artificial Intelligence operations. An integrated circuit has a tailored architecture to process and execute Artificial Intelligence operations, including computations for a neural network having weights with a sparse value. The integrated circuit contains at least a scheduler, one or more arithmetic logic units, and one or more random access memories configured to cooperate with each other to process and execute these computations for the neural network having weights with the sparse value.