Compute optimization mechanism for deep neural networks

An apparatus to facilitate compute optimization is disclosed. The apparatus includes a memory device including a first integrated circuit (IC) including a plurality of memory channels and a second IC including a plurality of processing units, each coupled to a memory channel in the plurality of memo...

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Hauptverfasser: Satish, Nadathur Rajagopalan, Ashbaugh, Ben J, Galoppo Von Borries, Nicolas C, Akhbari, Farshad, Ray, Joydeep, Srinivasa, Narayan, Maiyuran, Subramaniam, Schluessler, Travis T, Feit, John H, Gottschlich, Justin E, Boles, Jeffery S, Vaidyanathan, Karthik, Surti, Prasoonkumar, Nurvitadhi, Eriko, Burke, Devan, Hurd, Linda L, Appu, Abhishek R, Chen, Feng, Baghsorkhi, Sara S, Lake, Adam T, Lin, Tsung-Han, Fu, Wenyin, Koker, Altug, Kim, Dukhwan, Sinha, Kamal, Vembu, Balaji, Barik, Rajkishore, Mastronarde, Josh B
Format: Patent
Sprache:eng
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Zusammenfassung:An apparatus to facilitate compute optimization is disclosed. The apparatus includes a memory device including a first integrated circuit (IC) including a plurality of memory channels and a second IC including a plurality of processing units, each coupled to a memory channel in the plurality of memory channels.