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

Kernel function generation method, device and equipment and storage medium

A kernel function and generation task technology, applied in the computer field, can solve problems such as high computational complexity and long kernel function time, and achieve the effects of reducing computational complexity, reducing the amount of calculation, and shortening the time for generating kernel functions

Pending Publication Date: 2021-10-08
DAWNING INFORMATION IND BEIJING
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present application provides a method, device, device and storage medium for generating a kernel function to solve the problems of long time and high computational complexity for generating a kernel function

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
  • Kernel function generation method, device and equipment and storage medium
  • Kernel function generation method, device and equipment and storage medium
  • Kernel function generation method, device and equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0053] Embodiments of the application are described in detail below, examples of which are illustrated in the accompanying drawings. The embodiments described below by referring to the figures are exemplary, and are intended to explain the present application, and should not be construed as limiting the present application.

[0054] The terms "first" and "second" in the description, claims and drawings of the embodiments of the present application are used to distinguish similar objects, and not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the application described herein, for example, can be practiced in sequences other than those illustrated or described herein. Furthermore, the terms "comprising" and "having", as well as any variations thereof, are intended to cover a non-exclusive inclusion, for example, a process, method, system, p...

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 kernel function generation method, device and equipment and a storage medium, and the method comprises the steps: obtaining kernel function configuration information, splitting M matrix dimension intervals included in the kernel function configuration information according to the number N of target calculation nodes, obtaining a plurality of matrix dimension subintervals, constructing N kernel function generation tasks according to the plurality of matrix dimension subintervals and a parameter space corresponding to each matrix dimension interval included in the kernel function configuration information, and distributing the N kernel function generation tasks and a kernel function operation file to N target computing nodes, and using the kernel function merging module to generate a kernel function corresponding to at least one matrix dimension by each target computing node according to the kernel function generation task and the kernel function operation file, and merging the kernel functions corresponding to the at least one matrix dimension sent by each target computing node to obtain a plurality of matrix dimensions and the kernel function corresponding to each matrix dimension. Therefore, the time for generating the kernel function and the calculation complexity can be reduced.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular to a kernel function generation method, device, device and storage medium. Background technique [0002] In modern high-performance computers, the high-performance computer architecture with heterogeneous accelerators as the main computing unit has gradually become the main structure. Heterogeneous accelerators can effectively provide high floating-point computing performance with low power consumption. Linear system package (Linear system package, Linpack) is the main standard for evaluating the peak performance of floating-point computing of high-performance computers, and high-performance linear system package (High Performance Linpack, HPL) is currently the main benchmark test program used internationally. It is the current test standard for large-scale and very large-scale clusters. On high-performance computers, HPL uses Gaussian elimination method or iterativ...

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
Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/48G06F17/16
CPCG06F9/4806G06F17/16Y02D10/00
Inventor 肖熠霍志坤李志功
Owner DAWNING INFORMATION IND BEIJING
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