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US Patent 9691019 Depth concatenation using a matrix computation unit

Patent 9691019 was granted and assigned to Google on June, 2017 by the United States Patent and Trademark Office.

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent

Patent attributes

Patent Applicant
Google
Google
Current Assignee
Google
Google
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
9691019
Date of Patent
June 27, 2017
Patent Application Number
15452624
Date Filed
March 7, 2017
Patent Citations Received
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US Patent 11868908 Processor compiler for scheduling instructions to reduce execution delay due to dependencies
3
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US Patent 11960566 Reducing computations for data including padding
4
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US Patent 11875874 Data structures with multiple read ports
5
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US Patent 11868804 Processor instruction dispatch configuration
6
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US Patent 11868250 Memory design for a processor
7
Patent Primary Examiner
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Michael B. Holmes
Patent abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for depth concatenation using a matrix computation unit. One of the methods includes: receiving a request to process network inputs to a neural network using an integrated circuit, the neural network comprising a depth concatenation neural network layer; and generating instructions that, when executed by the integrated circuit, cause the integrated circuit to performing operations comprising: for each spatial location in a first input tensor to the depth concatenation layer and a second input tensor to the depth concatenation layer: multiplying, using the matrix computation unit, a second depth vector for the spatial location by a shift weight matrix for the depth concatenation layer to generate a shifted second depth vector; and adding the shifted second depth vector and a first input depth vector for the spatial location to generate a concatenated depth vector.

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