Sub-graph in frequency domain and dynamic selection of convolution implementation on a GPU

In an example, an apparatus comprises a plurality of execution units; and logic, at least partially including hardware logic, to determine a sub-graph of a network that can be executed in a frequency domain and apply computations in the sub-graph in the frequency domain. Other embodiments are also d...

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Bibliographic Details
Main Authors Cohen, Ehud, Behar, Michael, Ben-Ari, Itamar, Sarel, Uzi, Fais, Yaniv, Jacob, Guy, Leibovich, Gal, Faivishevsky, Lev, Shadmiy, Yahav, Bleiweiss, Amit, Bar-On, Tomer, Dreyfuss, Jeremie, Schwartz, Tomer, Armon, Amitai, Subag, Jacob
Format Patent
LanguageEnglish
Published 07.03.2023
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Summary:In an example, an apparatus comprises a plurality of execution units; and logic, at least partially including hardware logic, to determine a sub-graph of a network that can be executed in a frequency domain and apply computations in the sub-graph in the frequency domain. Other embodiments are also disclosed and claimed.
Bibliography:Application Number: US202217669126