Machine learning operation distribution system and method

Abstract

The invention relates to a distribution system for machine learning operation, which can obtain an operation result with lower accuracy when a first machine learning algorithm with lower operation capability is used for calculating an operation task in a terminal server according to a control instruction of the terminal server. And when the same operation task is also calculated by using a secondmachine learning algorithm with relatively high operation capability in the cloud server according to the control instruction of the cloud server, an operation result with relatively high accuracy canbe obtained. Thus, different machine learning algorithms are flexibly used for respectively executing the same operation task based on the requirements of the user, so that the user can respectivelyobtain an operation result with lower accuracy and an operation result with higher accuracy. Moreover, as the operational capability of the terminal server is relatively weak, the operational result of the terminal can be output firstly, so that the user does not need to wait for a long time, and the processing efficiency is improved.

Description

technical field [0001] The present invention relates to the technical field of information processing, in particular to a machine learning operation distribution system and method. Background technique [0002] Machine learning has made major breakthroughs in recent years. For example, in machine learning technology, neural network models trained with deep learning algorithms have achieved remarkable results in image recognition, speech processing, intelligent robots and other application fields. The deep neural network simulates the neural connection structure of the human brain by building a model, and describes the data features hierarchically through multiple transformation stages when processing signals such as images, sounds, and texts. However, as the complexity of machine learning algorithms continues to increase, machine learning technology has problems such as large resource occupation, slow operation speed, and large energy consumption in the actual application pr...

AI Technical Summary

Problems solved by technology

[0005] Based on this, it is necessary to provide a machine learning operation distribution system and method with high processing efficiency for the problem of low processing efficiency of the above machine learning algorithm

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