METHOD AND APPARATUS FOR DISTRIBUTED TRAINING OF ARTIFICIAL INTELLIGENCE MODEL IN CHANNEL-SHARING NETWORK ENVIRONMENT

METHOD AND APPARATUS FOR DISTRIBUTED TRAINING OF ARTIFICIAL INTELLIGENCE MODEL IN CHANNEL-SHARING NETWORK ENVIRONMENT

Disclosed herein is a method for distributed training of an AI model in a channel-sharing network environment. The method includes determining whether data parallel processing is applied, calculating a computation time and a communication time when input data is evenly distributed across multiple co...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: AN, Baik-Song, KANG, Ki-Dong, KIM, Hong-Yeon, CHA, Myung-Hoon
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Disclosed herein is a method for distributed training of an AI model in a channel-sharing network environment. The method includes determining whether data parallel processing is applied, calculating a computation time and a communication time when input data is evenly distributed across multiple computation devices, and unevenly distributing the input data across the multiple computation devices based on the computation time and the communication time.