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ELECTRONIC APPARATUS AND SERVER FOR REFINING ARTIFICIAL INTELLIGENCE MODEL, AND METHOD OF REFINING ARTIFICIAL INTELLIGENCE MODEL

机译:精炼人工智能模型的电子设备和服务器,以及精炼人工智能模型的方法

摘要

Provided are an artificial intelligence (AI) system simulating a function of a human brain, such as cognition and judgment, using a machine learning algorithm, such as deep learning, and an application thereof. Also, provided is a method, performed by an electronic apparatus, of refining an artificial intelligence (AI) model, the method including: detecting information about a context of an electronic apparatus used to refine a local model stored in the electronic apparatus being changed; determining a gradient for refining the local model based on the changed information about the context; refining the local model based on the determined gradient; transmitting the gradient to a server; receiving, from the server, information about a global model refined based on the gradient; and refining the local model based on the received information.
机译:提供了一种使用诸如深度学习的机器学习算法来模拟诸如认知和判断的人脑功能的人工智能(AI)系统及其应用。另外,提供了一种由电子设备执行的,精炼人工智能(AI)模型的方法,该方法包括:检测关于用于精炼存储在电子设备中的本地模型的电子设备的上下文的信息;基于关于上下文的改变的信息,确定用于完善局部模型的梯度;根据所确定的梯度完善局部模型;将梯度传输到服务器;从服务器接收关于基于梯度精炼的全局模型的信息;根据接收到的信息完善局部模型。

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