Data processing method and device, electronic equipment and storage medium

A data processing and data technology, applied in the computer field, can solve problems such as occupying large memory resources and reducing equipment operating performance, and achieve the effect of saving memory resources and improving equipment operating performance

Pending Publication Date: 2022-04-12
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, when performing task processing according to the flow chart, if the flow chart contains many process nodes, it will occupy a large amount of memory resources, resulting in reduced device performance when performing computing tasks

Method used

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

Examples

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Embodiment Construction

[0038] The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application.

[0039] The data processing method proposed in the embodiment of the present application is implemented in an electronic device, and the electronic device may be a server or a terminal. Among them, the server can be an independent physical server, or a server cluster or distributed system composed of multiple physical servers, and can also provide cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communication , middleware services, domain name services, security services, CDN, and cloud servers for basic cloud computing services such as big data and artificial intelligence platforms. The terminal may be a smart phone, a tablet computer, a laptop computer, a desktop computer, a smart speaker, a smart watch, etc., but is ...

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PUM

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Abstract

The embodiment of the invention discloses a data processing method and device, electronic equipment and a storage medium, and is applied to the technical field of computers. The method comprises the steps that configuration information of a calculation task is obtained, a task flow chart of the calculation task is constructed according to N task nodes included in the configuration information and the data flow direction among the N task nodes, flow nodes in the task flow chart are traversed, the flow nodes in the task flow chart are grouped according to the traversing result, and the flow nodes in the task flow chart are grouped according to the grouping result; the method comprises the steps of obtaining M process node groups, allocating memory resources to each process node group in the M process node groups, and performing task processing on the process nodes in each process node group according to the memory resources allocated to each process node group to obtain a task calculation result of a calculation task. By adopting the embodiment of the invention, memory resources consumed in the execution process of the calculation task can be saved.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular to a data processing method, device, electronic equipment and storage medium. Background technique [0002] Currently, developers can implement process deployment in computing tasks by configuring flowcharts. For example, a corresponding AI model may be called for task processing by configuring an execution flowchart of a model calculation task based on an AI (Artificial Intelligence, artificial intelligence) model. However, when performing task processing according to the flow chart, if the flow chart contains many process nodes, a large amount of memory resources will be occupied, resulting in a decrease in the operating performance of the device when performing the computing task. Therefore, how to save memory resources consumed during the execution of computing tasks has become an urgent problem to be solved. Contents of the invention [0003] Embodiments of ...

Claims

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Application Information

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IPC IPC(8): G06F9/50G06T11/20
Inventor 张晨飞丁丹迪姚达
Owner TENCENT TECH (SHENZHEN) CO LTD
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