METHOD FOR UPDATING PARAMETER OF MODEL, DISTRIBUTED TRAINING SYSTEM AND ELECTRIC DEVICE

A method for updating a parameter of a model, a distributed training system, and an electric device are related to a field of deep learning technologies. The method includes: obtaining a batch training period of batch training data to be trained for a model; increasing priorities of tasks ranked at...

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Bibliographische Detailangaben
Hauptverfasser: GONG, Weibao, LI, Long, WANG, Haifeng
Format: Patent
Sprache:eng
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Zusammenfassung:A method for updating a parameter of a model, a distributed training system, and an electric device are related to a field of deep learning technologies. The method includes: obtaining a batch training period of batch training data to be trained for a model; increasing priorities of tasks ranked at the bottom in a sequence of gradient communication tasks for parameters of the model when the batch training period is greater than or equal to a preset period threshold; and performing a communication of gradients of the parameters and updating the parameters based on priorities of the gradient communication tasks for the parameters in the model.