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Data processing method, device, electronic device and storage medium

A technology of data processing and electronic equipment, applied in the network field, can solve problems such as low efficiency, and achieve the effect of improving selection efficiency and reducing restrictions

Active Publication Date: 2022-07-08
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In this way, all the data to be processed is completely sorted, which is less efficient

Method used

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  • Data processing method, device, electronic device and storage medium
  • Data processing method, device, electronic device and storage medium
  • Data processing method, device, electronic device and storage medium

Examples

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Embodiment Construction

[0088] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided so that the present disclosure will be more thoroughly understood, and will fully convey the scope of the present disclosure to those skilled in the art.

[0089] figure 1 This is a flow chart of the steps of a data processing method provided by an embodiment of the present disclosure. The method can be applied to an electronic device configured with a Graphics Processing Unit (GPU), such as figure 1 As shown, the method can include:

[0090] Step 101, taking the first sub-data of the data to be processed as the target sub-data, and determining the preset category to which ea...

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Abstract

The present disclosure provides a data processing method, an apparatus, an electronic device and a storage medium, which belong to the technical field of networks. In the embodiment of the present disclosure, the first sub-data of the data to be processed may be used as the target sub-data, and the preset category to which each target sub-data belongs is determined according to the value represented by each target sub-data and the value represented by each preset category; The values ​​represented by different preset categories increase in sequence, and the first sub-data includes the top t bits with the highest median of the data to be processed. According to the specified numerical value change order, the target sub-data in the first X preset categories is sequentially determined. The total number D, when D is equal to the preset value K, write the first target data into the shared memory area of ​​the GPU, and output the first target data to the global memory area through the shared memory area, and the first target data is the first target data. Data to be processed corresponding to the target sub-data in the X preset categories. In this way, the selection efficiency can be improved to a certain extent.

Description

technical field [0001] The present disclosure belongs to the field of network technologies, and in particular, relates to a data processing method, apparatus, electronic device and storage medium. Background technique [0002] With the continuous development of network technology, it is often necessary to select the largest or smallest top K data from the data to be processed, so as to determine the network object returned to the user based on the top K data. The data to be processed may be related information of network objects, and the network objects may be advertisements, videos, audios, and so on. For example, in an advertisement recommendation scenario, after calculating the matching degree between the user to be recommended and each candidate advertisement, it is necessary to select the largest top K matching degrees from the matching degrees, so as to correspond the K matching degrees. ads are returned to the user to be recommended. [0003] In the related art, the...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62
CPCG06F18/2113G06F18/241
Inventor 黄仁杰
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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