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US Patent 10891538 Sparse convolutional neural network accelerator

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent

Patent attributes

Patent Applicant
NVIDIA
NVIDIA
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10891538
Date of Patent
January 12, 2021
Patent Application Number
15659371
Date Filed
July 25, 2017
Patent Citations Received
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US Patent 11475286 Specialized fixed function hardware for efficient convolution
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US Patent 11487811 Recognition, reidentification and security enhancements using autonomous machines
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US Patent 11488005 Smart autonomous machines utilizing cloud, error corrections, and predictions
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US Patent 11488066 Efficient convolution of multi-channel input samples with multiple kernels
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US Patent 11488008 Hardware implemented point to point communication primitives for machine learning
‌
US Patent 11494967 Scatter gather engine
‌
US Patent 11494187 Message based general register file assembly
‌
US Patent 11494232 Memory-based software barriers
...
Patent Primary Examiner
‌
Kamran Afshar
Patent abstract

A method, computer program product, and system perform computations using a processor. A first instruction including a first index vector operand and a second index vector operand is received and the first index vector operand is decoded to produce first coordinate sets for a first array, each first coordinate set including at least a first coordinate and a second coordinate of a position of a non-zero element in the first array. The second index vector operand is decoded to produce second coordinate sets for a second array, each second coordinate set including at least a third coordinate and a fourth coordinate of a position of a non-zero element in the second array. The first coordinate sets are summed with the second coordinate sets to produce output coordinate sets and the output coordinate sets are converted into a set of linear indices.

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