TOOL FOR FACILITATING EFFICIENCY IN MACHINE LEARNING

Registre Brevet USPTO
Numéro d'application 17874876
Statut En instance
Date de dépôt 2022-07-27
Date de la première publication 2023-01-19
Date de publication 2023-01-19
Propriétaire Intel Corporation (USA)
Inventeur(s)
  • Barik, Rajkishore
  • Lewis, Brian T.
  • Sundaresan, Murali
  • Jackson, Jeffrey
  • Chen, Feng
  • Chen, Xiaoming
  • Macpherson, Mike

Abrégé

A mechanism is described for facilitating smart distribution of resources for deep learning autonomous machines. A method of embodiments, as described herein, includes detecting one or more sets of data from one or more sources over one or more networks, and introducing a library to a neural network application to determine optimal point at which to apply frequency scaling without degrading performance of the neural network application at a computing device.

Classes IPC  ?

  • G06N 3/063 - Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
  • G06N 3/04 - Architecture, e.g. interconnection topology
  • G06N 3/08 - Learning methods
  • G06N 5/00 - Computing arrangements using knowledge-based models
  • G06F 9/46 - Multiprogramming arrangements