Instructions and logic to perform floating-point and integer operations for machine learning

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United States of America Patent

PATENT NO 11169799
SERIAL NO

16432402

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Abstract

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One embodiment provides for a graphics processing unit to accelerate machine-learning operations, the graphics processing unit comprising a multiprocessor having a single instruction, multiple thread (SIMT) architecture, the multiprocessor to execute at least one single instruction; and a first compute unit included within the multiprocessor, the at least one single instruction to cause the first compute unit to perform a two-dimensional matrix multiply and accumulate operation, wherein to perform the two-dimensional matrix multiply and accumulate operation includes to compute a 32-bit intermediate product of 16-bit operands and to compute a 32-bit sum based on the 32-bit intermediate product.

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Patent Owner(s)

Patent OwnerAddress
INTEL CORPORATIONCALIFORNIA USA

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Anders, Mark A Hillsboro, US 57 567
Appu, Abhishek R El Dorado Hills, US 518 1771
Barik, Rajkishore Santa Clara, US 67 749
Chen, Xiaoming Shanghai, CN 231 1864
Galoppo, Von Borries Nicolas C Portland, US 52 524
Jahagirdar, Sanjeev Folsom, US 99 1235
Kaul, Himanshu Portland, US 51 491
Koker, Altug El Dorado Hills, US 517 2104
Lin, Tsung-Han Campbell, US 66 763
Mathew, Sanu K Hillsboro, US 105 971
Nurvitadhi, Eriko Hillsboro, US 94 1141
Ranganathan, Vasanth El Dorado Hills, US 170 626
Ray, Joydeep Folsom, US 560 2138
Shpeisman, Tatiana Menlo Park, US 89 1480
Sinha, Kamal Rancho Cordova, US 128 743
Strickland, Michael S Sunnyvale, US 40 335
Tang, Ping T Edison, US 61 538
Vembu, Balaji Folsom, US 314 2158
Yao, Anbang Beijing, CN 134 1425

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