Compute optimization mechanism for deep neural networks

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United States of America Patent

PATENT NO 11922535
APP PUB NO 20230260072A1
SERIAL NO

18168207

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Embodiments provide mechanisms to facilitate compute operations for deep neural networks. One embodiment comprises a graphics processing unit comprising one or more multiprocessors, at least one of the one or more multiprocessors including a register file to store a plurality of different types of operands and a plurality of processing cores. The plurality of processing cores includes a first set of processing cores of a first type and a second set of processing cores of a second type. The first set of processing cores are associated with a first memory channel and the second set of processing cores are associated with a second memory channel.

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Patent Owner(s)

  • INTEL CORP.

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Akhbari, Farshad Chandler, US 45 310
Appu, Abhishek R El Dorado Hills, US 520 1795
Ashbaugh, Ben J Folsom, US 53 355
Baghsorkhi, Sara S San Jose, US 71 690
Barik, Rajkishore Santa Clara, US 67 754
Boles, Jeffery S Folsom, US 62 232
Burke, Devan Portland, US 51 181
Chen, Feng Shanghai, CN 577 6004
Feit, John H Folsom, US 59 199
Fu, Wenyin Folsom, US 52 185
Galoppo, Von Borries Nicolas C Portland, US 52 530
Gottschlich, Justin E Santa Clara, US 67 656
Hurd, Linda L Cool, US 90 666
Kim, Dukhwan San Jose, US 64 482
Koker, Altug El Dorado Hills, US 520 2131
Lake, Adam T Portland, US 91 1189
Lin, Tsung-Han Campbell, US 66 771
Maiyuran, Subramaniam Gold River, US 260 1766
Mastronarde, Josh B Sacramento, US 40 204
Nurvitadhi, Eriko Hillsboro, US 94 1149
Ray, Joydeep Folsom, US 564 2163
Satish, Nadathur Rajagopalan Santa Clara, US 65 554
Schluessler, Travis T Hillsboro, US 152 1469
Sinha, Kamal Rancho Cordova, US 128 753
Srinivasa, Narayan Portland, US 141 2470
Surti, Prasoonkumar Folsom, US 386 1682
Vaidyanathan, Karthik Berkeley, US 136 612
Vembu, Balaji Folsom, US 314 2176

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