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Data processing method and device and computer readable storage medium

A data processing and data technology, applied in neural learning methods, neural architecture, biological neural network models, etc., can solve the problem of high computing time cost

Pending Publication Date: 2020-05-05
LENOVO (BEIJING) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, the implementation of the above scheme requires a large number of iterations, which will directly lead to high computing time costs. On the other hand, the rapid changes in market demand put forward higher requirements for shortening the structural optimization cycle of mobile electronic devices.

Method used

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  • Data processing method and device and computer readable storage medium
  • Data processing method and device and computer readable storage medium
  • Data processing method and device and computer readable storage medium

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Embodiment Construction

[0053] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the drawings in the embodiments of the present invention.

[0054] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0055] It should be understood that references throughout the specification to "embodiments of the invention" or "the foregoing embodiments" mean that a particular feature, structure, or characteristic related to the embodiments is included in at least one embodiment of the present invention. Therefore, appearances of "in the embodiment of the present invention" or "in the foregoing embodiment" throughout the specification do not necessarily refer to the same embodiment. Furthermore, the particular features, structures or characteristics may be combined in any suitable manner in one or more embodiments. In various em...

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Abstract

The embodiment of the invention discloses a data processing method. The method comprises the following steps: acquiring sample data; wherein the sample data represents a feature data set correspondingto a to-be-optimized structure region; performing structure optimization operation on the sample data to obtain a first structure diagram; processing the sample data based on a first neural network to obtain first output data; wherein the first neural network is used for extracting structural feature information of the sample data; and adjusting network parameters of the first neural network based on the difference between the first output data and the first structure diagram. The embodiment of the invention further provides data processing equipment and a computer readable storage medium. According to the data processing method provided by the invention, the operation cost and the time cost can be reduced under the condition of ensuring the structure optimization effect.

Description

technical field [0001] The present invention relates to the field of mobile electronic equipment, in particular to a data processing method, equipment and computer-readable storage medium. Background technique [0002] The lightweight of mobile electronic devices, especially the structural optimization of mobile electronic devices is a problem that needs to be solved urgently. The topology optimization method based on finite element method (FAE) is a mature technical solution to solve this problem. However, the implementation of the above scheme requires a large number of iterations, which will directly lead to high computing time costs. On the other hand, the rapid changes in market demand put forward higher requirements for shortening the cycle of mobile electronic device structure optimization. Therefore, there is an urgent need for a structure optimization solution for mobile electronic devices to achieve the goal of reducing computing costs and time costs while ensuring...

Claims

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Application Information

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IPC IPC(8): G06N3/04G06N3/08
CPCG06N3/088G06N3/045
Inventor 杨大业宋建华
Owner LENOVO (BEIJING) CO LTD