Intel corporation (20240257294). COMPUTE OPTIMIZATION MECHANISM FOR DEEP NEURAL NETWORKS
COMPUTE OPTIMIZATION MECHANISM FOR DEEP NEURAL NETWORKS
Organization Name
Inventor(s)
Prasoonkumar Surti of Folsom CA US
Narayan Srinivasa of Portland OR US
Ben J. Ashbaugh of Folsom CA US
Nicolas C. Galoppo Von Borries of Portland OR US
Eriko Nurvitadhi of Hillsboro OR US
Tsung-Han Lin of Campbell CA US
Kamal Sinha of Rancho Cordova CA US
Rajkishore Barik of Santa Clara CA US
Sara S. Baghsorkhi of San Jose CA US
Justin E. Gottschlich of Santa Clara CA US
Altug Koker of El Dorado Hills CA US
Nadathur Rajagopalan Satish of Santa Clara CA US
Farshad Akhbari of Chandler AZ US
Travis T. Schluessler of Hillsboro OR US
Josh B. Mastronarde of Sacramento CA US
Jeffery S. Boles of Folsom CA US
Adam T. Lake of Portland OR US
Karthik Vaidyanathan of Berkeley CA US
Subramaniam Maiyuran of Gold River CA US
Abhishek R. Appu of El Dorado Hills CA US
COMPUTE OPTIMIZATION MECHANISM FOR DEEP NEURAL NETWORKS
This abstract first appeared for US patent application 20240257294 titled 'COMPUTE OPTIMIZATION MECHANISM FOR DEEP NEURAL NETWORKS
Original Abstract Submitted
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.
- Intel corporation
- Prasoonkumar Surti of Folsom CA US
- Narayan Srinivasa of Portland OR US
- Feng Chen of Shanghai CN
- Joydeep Ray of Folsom CA US
- Ben J. Ashbaugh of Folsom CA US
- Nicolas C. Galoppo Von Borries of Portland OR US
- Eriko Nurvitadhi of Hillsboro OR US
- Balaji Vembu of Folsom CA US
- Tsung-Han Lin of Campbell CA US
- Kamal Sinha of Rancho Cordova CA US
- Rajkishore Barik of Santa Clara CA US
- Sara S. Baghsorkhi of San Jose CA US
- Justin E. Gottschlich of Santa Clara CA US
- Altug Koker of El Dorado Hills CA US
- Nadathur Rajagopalan Satish of Santa Clara CA US
- Farshad Akhbari of Chandler AZ US
- Dukhwan Kim of San Jose CA US
- Wenyin Fu of Folsom CA US
- Travis T. Schluessler of Hillsboro OR US
- Josh B. Mastronarde of Sacramento CA US
- Linda L. Hurd of Cool CA US
- John H. Feit of Folsom CA US
- Jeffery S. Boles of Folsom CA US
- Adam T. Lake of Portland OR US
- Karthik Vaidyanathan of Berkeley CA US
- Devan Burke of Portland OR US
- Subramaniam Maiyuran of Gold River CA US
- Abhishek R. Appu of El Dorado Hills CA US
- G06T1/20
- G06F8/41
- G06F9/455
- G06F9/50
- G06N3/044
- G06N3/045
- G06N3/063
- G06N3/084
- CPC G06T1/20
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