HARDWARE AGNOSTIC VIRTUALIZED MACHINE LEARNING AND ARTIFICAL INTELLIGENCE ACCELERATOR

Number of patents in Portfolio can not be more than 2000

United States of America

APP PUB NO 20240385865A1
SERIAL NO

18319959

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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The disclosure provides an approach for a hardware agnostic paravirtualized machine learning (ML) and artificial intelligence (AI) accelerator in a virtual environment. A method includes running a ML application on a first virtual computing instance (VCI) on a host; generating a set of tensors based on one or more computations associated with the ML application; generating a computational graph for the ML application based on the set of tensors; providing, by a paravirtualized ML accelerator running on the host, the computational graph to a driver VCI running on the host; and executing the one or more computations associated with the ML application using at least one of the one or more physical hardware ML accelerators associated with the paravirtualized ML accelerator.

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Patent Owner(s)

Patent OwnerAddress
VMWARE LLC3421 HILLVIEW AVENUE PALO ALTO CA 94304

International Classification(s)

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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
BANDYOPADHYAY, Shibdas Fremont, US 1 0
FONSECA, Jose Manuel Rios London, GB 2 4
RUSIN, Zack Rose Valley, US 4 14

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Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges11654401 - 10050100150200250300350400450500550600650700750800850900950100010501100115012001250

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