Adaptive algorithm operation device and adaptive algorithm operation method

Abstract

This application relates to an algorithm self-adapting device, an algorithm self-adapting method, a computing engine, a data computing method, an self-adaptive algorithm computing device, and an self-adapting algorithm computing method. Stream and data flow information are extracted, and the information is finely processed, and then the processing results are sent to the computing engine to perform related operations to realize related operations of the algorithm. The algorithm self-adapting device can match reasonable resources for the algorithm to be processed, and avoid the problem that the algorithm execution is affected by the dynamic balance difference during the operation of the algorithm.

Description

technical field [0001] The present application relates to the technical field of computer equipment, in particular to an algorithm adaptive device, an algorithm adaptive method, a computing engine, a data computing method, an adaptive algorithm computing device, and an adaptive algorithm computing method. Background technique [0002] When implementing an algorithm using a traditional computing device, the processing flow generally includes: loading instructions, loading data, completing calculations, outputting results, and storing data. [0003] However, algorithms in reality usually have the characteristics of large data volume, irregular data structure, and large amount of calculation; moreover, in actual operation, limited by the area, power consumption, packaging technology, etc. of the computing device, the internal storage of the computing device Units, internal computing units, and external storage units cannot exactly match the corresponding algorithm one by one. ...

AI Technical Summary

Problems solved by technology

[0003] However, algorithms in reality usually have the characteristics of large data volume, irregular data structure, and large amount of calculation; moreover, in actual operation, limited by the area, power consumption, packaging technology, etc. of the computing device, the internal storage of the computing device Units, internal computing units, and external storage units cannot exactly match the corresponding algorithm one-to-one

This makes the traditional computing device have the problems of poor dynamic balance algorithm effect, large data access and storage, and insufficient computing power when processing algorithms.

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