METHOD FOR ADAPTIVE DISTRIBUTION OF CNNS ON HETEROGENEOUS DEVICES USING PARALLELIZATION

METHOD FOR ADAPTIVE DISTRIBUTION OF CNNS ON HETEROGENEOUS DEVICES USING PARALLELIZATION

A method or apparatus that combines properties of parallel distribution and flexibility of distribution of convolutional neural networks on heterogeneous devices uses parallelization for distributed inference of Deep Neural Networks. The method addresses parallel distribution among various numbers o...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: OZEROV, Alexey, LAMBERT, Anne, FONTAINE, Patrick
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A method or apparatus that combines properties of parallel distribution and flexibility of distribution of convolutional neural networks on heterogeneous devices uses parallelization for distributed inference of Deep Neural Networks. The method addresses parallel distribution among various numbers of devices of various capacities. A network is distributed in parallel for each configuration and is adaptive to different network capabilities.