METHOD AND APPARATUS FOR UPDATING PARAMETER OF MODEL, DISTRIBUTED TRAINING SYSTEM
The disclosure provides a method for updating a parameter of a model, a distributed training system, and relates 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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Format: | Patent |
Sprache: | eng ; fre ; ger |
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Zusammenfassung: | The disclosure provides a method for updating a parameter of a model, a distributed training system, and relates 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. |
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