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US Patent 11106606 Exploiting input data sparsity in neural network compute units

Patent 11106606 was granted and assigned to Google on August, 2021 by the United States Patent and Trademark Office.

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Patent
Patent
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Patent attributes

Patent Applicant
Google
Google
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Current Assignee
Google
Google
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
111066060
Patent Inventor Names
Dong Hyuk Woo0
Ravi Narayanaswami0
Date of Patent
August 31, 2021
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Patent Application Number
201907170
Date Filed
July 17, 2019
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Patent abstract

A computer-implemented method includes receiving, by a computing device, input activations and determining, by a controller of the computing device, whether each of the input activations has either a zero value or a non-zero value. The method further includes storing, in a memory bank of the computing device, at least one of the input activations. Storing the at least one input activation includes generating an index comprising one or more memory address locations that have input activation values that are non-zero values. The method still further includes providing, by the controller and from the memory bank, at least one input activation onto a data bus that is accessible by one or more units of a computational array. The activations are provided, at least in part, from a memory address location associated with the index.

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