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US Patent 11425195 Massively parallel in-network compute

Patent 11425195 was granted and assigned to Innovium on August, 2022 by the United States Patent and Trademark Office.

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TimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Applicant
Innovium
Innovium
1
Current Assignee
Innovium
Innovium
1
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
114251951
Patent Inventor Names
Puneet Agarwal1
William Brad Matthews1
Bruce Hui Kwan1
Date of Patent
August 23, 2022
1
Patent Application Number
172004631
Date Filed
March 12, 2021
1
Patent Citations
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US Patent 10167800 Hardware node having a matrix vector unit with block-floating point processing
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US Patent 11048661 Systems and methods for stream-dataflow acceleration wherein a delay is implemented so as to equalize arrival times of data packets at a destination functional unit
Patent Citations Received
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US Patent 11888931 Massively parallel in-network compute
5
Patent Primary Examiner
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John M MacIlwinen
1
CPC Code
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G06N 20/00
1
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G06N 3/0454
1
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H04L 67/1076
1
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H04L 49/15
1

Efficient scaling of in-network compute operations to large numbers of compute nodes is disclosed. Each compute node is connected to a same plurality of network compute nodes, such as compute-enabled network switches. Compute processes at the compute nodes generate local gradients or other vectors by, for instance, performing a forward pass on a neural network. Each vector comprises values for a same set of vector elements. Each network compute node is assigned to, based on the local vectors, reduce vector data for a different a subset of the vector elements. Each network compute node returns a result chunk for the elements it processed back to each of the compute nodes, whereby each compute node receives the full result vector. This configuration may, in some embodiments, reduce buffering, processing, and/or other resource requirements for the network compute node or network at large.

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