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DATA PROCESSING METHOD, END DEVICE, CLOUD DEVICE, AND END-CLOUD COLLABORATION SYSTEM

机译:数据处理方法,终端设备,云设备和终端云协作系统

摘要

This application provides a method, a terminal-side device, and a cloud-side device for data processing and a terminal-cloud collaboration system. The method includes: sending, by the terminal-side device, a request message to the cloud-side device, where the request message is used to request a neural network model used to process a cognitive computing task; receiving, by the terminal-side device, a second neural network model that is obtained by compressing a first neural network model and that is sent by the cloud-side device, where the first neural network model is a neural network model on the cloud-side device that is used to process the cognitive computing task, and a hardware resource required when the second neural network model runs on the terminal-side device is within an available hardware resource capability range of the terminal-side device; and processing, by the terminal-side device, the cognitive computing task based on the second neural network model, so as to improve performance of processing a neural network-related application by the terminal-side device, and help enhance expansion of an intelligent application capability of the terminal-side device.
机译:本申请提供了用于数据处理的方法,终端侧设备和云侧设备以及终端-云协作系统。所述方法包括:所述终端侧设备向所述云侧设备发送请求消息,所述请求消息用于请求用于处理认知计算任务的神经网络模型;终端侧设备接收第二神经网络模型,该第二神经网络模型是通过压缩第一神经网络模型获得的,由云侧设备发送的,其中,第一神经网络模型是云上的神经网络模型,用于处理认知计算任务的侧设备,第二神经网络模型在终端设备上运行时所需的硬件资源在终端设备的可用硬件资源能力范围内;终端设备基于第二神经网络模型对认知计算任务进行处理,以提高终端设备对神经网络相关应用的处理性能,有助于增强智能应用的扩展终端设备的功能。

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