SYSTEMS AND METHODS FOR ADMINISTRATING A FEDERATED LEARNING NETWORK

SYSTEMS AND METHODS FOR ADMINISTRATING A FEDERATED LEARNING NETWORK

A method and apparatus of a device that trains or evaluates a model is described. In an exemplary embodiment, the device creates a loop network between a central aggregating node and a set of one or more worker nodes, where the loop network communicatively couples the central aggregating node. The d...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: GALTIER, Mathieu, ANDREUX, Mathieu, MARINI, Camille, DU TERRAIL, Jean, TRAMEL, Eric, DJAFAR, Inal
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A method and apparatus of a device that trains or evaluates a model is described. In an exemplary embodiment, the device creates a loop network between a central aggregating node and a set of one or more worker nodes, where the loop network communicatively couples the central aggregating node. The device further receives and broadcasts a model training or evaluation request from one of the nodes in the loop network to one or more other nodes in the loop network.