Systems and methods for distributed training of deep learning models

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United States of America

PATENT NO 12190247
APP PUB NO 20240013056A1
SERIAL NO

18449662

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Abstract

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Systems and methods for distributed training of deep learning models are disclosed. An example local device to train deep learning models includes a reference generator to label input data received at the local device to generate training data, a trainer to train a local deep learning model and to transmit the local deep learning model to a server that is to receive a plurality of local deep learning models from a plurality of local devices, the server to determine a set of weights for a global deep learning model, and an updater to update the local deep learning model based on the set of weights received from the server.

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  • INTEL CORP.

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  • 2023 Application Filing Year
  • G06N Class
  • 9892 Applications Filed
  • 2446 Patents Issued To-Date
  • 24.73 % Issued To-Date
Click to zoom InYear of Issuance% of Matters IssuedCumulative IssuancesYearly Issuances2023202420250255075100

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Moloney, David Dublin, IE 80 883

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Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges3460020406080100120140160180200220240260280300320340360380

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