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US Patent 12118057 Computing partial matrices at hardware accelerator

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Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
0
Patent Number
121180570
Patent Inventor Names
Derek Edward Davout Gladding0
Balamurugan Kulanthivelu Veluchamy0
Nitin Naresh Garegrat0
Timothy Hume Heil0
Date of Patent
October 15, 2024
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Patent Application Number
171496190
Date Filed
January 14, 2021
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Patent Citations
‌
US Patent 9112743 Equalization method and equalizer
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US Patent 10901715 Lazy compilation and kernel fusion in dynamic computation graphs
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US Patent 10642614 Reconfigurable multi-precision integer dot-product hardware accelerator for machine-learning applications
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US Patent 11341400 Systems and methods for high-throughput computations in a deep neural network
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US Patent 7509366 Multiplier array processing system with enhanced utilization at lower precision
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US Patent 8275822 Multi-format multiplier unit
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Patent Primary Examiner
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Emily E Larocque
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CPC Code
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G06N 3/063
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G06N 3/04
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G06F 17/153
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G06F 17/16
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Patent abstract

A computing device, including a hardware accelerator configured to receive a first matrix and receive a second matrix. The hardware accelerator may, for a plurality of partial matrix regions, in a first iteration, read a first submatrix of the first matrix and a second submatrix of the second matrix into a front-end processing area. The hardware accelerator may multiply the first submatrix by the second submatrix to compute a first intermediate partial matrix. In each of one or more subsequent iterations, the hardware accelerator may read an additional submatrix into the front end processing area. The hardware accelerator may compute an additional intermediate partial matrix as a product of the additional submatrix and a submatrix reused from an immediately prior iteration. The hardware accelerator may compute each partial matrix as a sum of two or more of the intermediate partial matrices and may output the plurality of partial matrices.

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