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METHOD AND APPARATUS FOR UPDATING PARAMETER OF MULTI-TASK MODEL, AND ELECTRONIC DEVICE
METHOD AND APPARATUS FOR UPDATING PARAMETER OF MULTI-TASK MODEL, AND ELECTRONIC DEVICE
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机译:用于更新多任务模型的参数的方法和装置,以及电子设备
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摘要
The invention discloses a method and an apparatus for updating parameters of a multi-task model. The method includes: obtaining a training sample set, in which the training sample set comprises a plurality of samples and a task to which each sample belongs; putting each sample into a corresponding sample queue sequentially according to the task to which each sample belongs; training a shared network layer in the multi-task model and a target sub-network layer of tasks associated with the sample queue with samples in the sample queue in case that the number of the samples in the sample queue reaches a training data requirement, so as to generate a model parameter update gradient corresponding to the tasks associated with the sample queue; and updating parameters of the shared network layer and the target sub-network layer in a parameter server according to the model parameter update gradient.
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