Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Task processing method based on heterogeneous computing and software and hardware framework system

A task processing and calculation management technology, applied in the fields of digital computer parts, computing, computers, etc., can solve the problem of not meeting the needs of users, and achieve the effect of improving the overall operation stability, improving the efficiency of task execution, and reducing the loading time.

Pending Publication Date: 2020-06-09
ZTE CORP
View PDF6 Cites 17 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Since the algorithm implementation of the current deep learning technology requires very large computing power support, only running the corresponding algorithm implementation on the central processing unit (CPU, Central Processing Unit) can no longer meet the needs of users, especially in the application of artificial intelligence on the edge side.

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Task processing method based on heterogeneous computing and software and hardware framework system
  • Task processing method based on heterogeneous computing and software and hardware framework system
  • Task processing method based on heterogeneous computing and software and hardware framework system

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0029] Embodiments of the present application will be described in detail below in conjunction with the accompanying drawings. It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined arbitrarily with each other.

[0030] The steps shown in the flowcharts of the figures may be performed in a computer system, such as a set of computer-executable instructions. Also, although a logical order is shown in the flowcharts, in some cases the steps shown or described may be performed in an order different from that shown or described herein.

[0031] figure 1 It is a schematic diagram of the internal logical structure of an artificial intelligence heterogeneous all-in-one machine. figure 2 for figure 1 Schematic diagram of the general computing module and heterogeneous computing module in .

[0032] figure 1 The artificial intelligence heterogeneous all-in-one machine shown may include: a f...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a task processing method based on heterogeneous computing and a software and hardware framework system. The task processing method comprises that: an artificial intelligence analysis task is decomposed into one or more stages of subtasks, and the artificial intelligence analysis task is completed in a hierarchical data flow mode through one or more analysis function unit services corresponding to the one or more stages of subtasks, wherein the types of the sub-tasks of different levels are different, the sub-tasks of the same type correspond to one analysis function unit service, and each analysis function unit service uniformly schedules a plurality of heterogeneous units to execute the corresponding sub-task.

Description

technical field [0001] The embodiments of the present application relate to but are not limited to the technical field of artificial intelligence data processing, especially a task processing method based on heterogeneous computing and a software and hardware framework system. Background technique [0002] With the wide application of face technology, artificial intelligence vision technology has received a lot of attention and practice in the fields of security, commerce, finance, and education. Since the algorithm implementation of the current deep learning technology requires very large computing power support, only running the corresponding algorithm implementation on the central processing unit (CPU, Central Processing Unit) can no longer meet the needs of users, especially in the application of artificial intelligence on the edge side. A large number of manufacturers have begun to use heterogeneous hybrid acceleration modules to build high-density processing all-in-one...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06F9/50G06F15/173
CPCG06F9/5066G06F15/17375G06F2209/5017G06F9/5055G06T2207/20084G06F9/3851
Inventor 朱方李秀
Owner ZTE CORP
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com