Unlock instant, AI-driven research and patent intelligence for your innovation.

Model processing method, device and electronic equipment

A model processing and model table technology, applied in the computer field, can solve the problem that efficiency and accuracy cannot be effectively guaranteed.

Active Publication Date: 2021-09-14
GUANGDONG OPPO MOBILE TELECOMM CORP LTD
View PDF6 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In related operator statistical methods, neither efficiency nor accuracy can be effectively guaranteed

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
  • Model processing method, device and electronic equipment
  • Model processing method, device and electronic equipment
  • Model processing method, device and electronic equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0019] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of this application.

[0020] Algorithmic models, such as neural networks (Neural Networks, NN) are complex network systems formed by extensive interconnection of a large number of simple processing units (called neurons). Neural networks have massive parallelism, distributed storage and processing, self-organization, self-adaptation and self-learning capabilities. Usually, a large number of operators are included in the neural algorithm model. Among them, it is understandable that the operator can be regarded a...

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 embodiment of the present application discloses a model processing method, device and electronic equipment. The method includes: obtaining a model file to be processed that stores an algorithm model, the model file to be processed is generated based on a flatbuffer method; reading a root table in the model file to be processed, the root table stores the file to be processed Process the storage location of the model table included in the model file; obtain the model table according to the storage location stored in the root table; read the sub-graph in the model table, and read the calculation from the sub-graph sub-table, and parse the operator table to obtain a parsing result including operator information; store the parsing result in a specified format. Through the above method, automatic and accurate statistics of operator information can be realized.

Description

technical field [0001] The present application relates to the field of computer technology, and more specifically, to a model processing method, device and electronic equipment. Background technique [0002] Algorithmic models, such as neural network models, are complex network systems formed by extensive interconnection of a large number of simple processing units (called neurons). Some algorithmic models have massively parallel, distributed storage and processing, self-organizing, self-adapting and self-learning capabilities. Usually, a large number of operators are included in the algorithm model. In related operator statistics methods, neither efficiency nor accuracy can be effectively guaranteed. Contents of the invention [0003] In view of the above problems, the present application proposes a model processing method, device and electronic equipment to improve the above problems. [0004] In the first aspect, the present application provides a model processing me...

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 Patents(China)
IPC IPC(8): G06N3/02G06N3/08
CPCG06N3/02G06N3/08
Inventor 方攀陈岩
Owner GUANGDONG OPPO MOBILE TELECOMM CORP LTD