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20250166115. Compute Optimization Mechani (Intel)

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COMPUTE OPTIMIZATION MECHANISM FOR DEEP NEURAL NETWORKS

Abstract: 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.

Inventor(s): Prasoonkumar Surti, Narayan Srinivasa, Feng Chen, Joydeep Ray, Ben J. Ashbaugh, Nicolas C. Galoppo Von Borries, Eriko Nurvitadhi, Balaji Vembu, Tsung-Han Lin, Kamal Sinha, Rajkishore Barik, Sara S. Baghsorkhi, Justin E. Gottschlich, Altug Koker, Nadathur Rajagopalan Satish, Farshad Akhbari, Dukhwan Kim, Wenyin Fu, Travis T. Schluessler, Josh B. Mastronarde, Linda L. Hurd, John H. Feit, Jeffery S. Boles, Adam T. Lake, Karthik Vaidyanathan, Devan Burke, Subramaniam Maiyuran, Abhishek R. Appu

CPC Classification: G06T1/20 (Processor architectures; Processor configuration, e.g. pipelining)

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