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US Patent 11429855 Acceleration of neural networks using depth-first processing

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Is a
Patent
Patent

Patent attributes

Current Assignee
NEC
NEC
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11429855
Date of Patent
August 30, 2022
Patent Application Number
15889275
Date Filed
February 6, 2018
Patent Citations
‌
US Patent 10409560 Acceleration techniques for graph analysis programs
Patent Primary Examiner
‌
Eric Nilsson
CPC Code
‌
G06N 3/02
‌
G06N 3/04
‌
G06N 3/0454
‌
G06N 3/063
‌
G06N 20/00
‌
G06N 3/08

A method for accelerating a neural network includes identifying neural network layers that meet a locality constraint. Code is generated to implement depth-first processing for different hardware based on the identified neural network layers. The generated code is used to perform the depth-first processing on the neural network based on the generated code.

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