Tool for facilitating efficiency in machine learning

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...

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Bibliographic Details
Main Authors Chen, Xiaoming, Jackson, Jeffrey, Macpherson, Mike, Sundaresan, Murali, Lewis, Brian T, Barik, Rajkishore, Chen, Feng
Format Patent
LanguageEnglish
Published 04.06.2024
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary: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 an optimal point at which to apply frequency scaling without degrading performance of the neural network application at a computing device.
Bibliography:Application Number: US202217874876