Artificial intelligence parallel processing method, device, readable storage medium, and terminal
An artificial intelligence and parallel processing technology, applied in the field of artificial intelligence, can solve problems such as insufficient parallelism of artificial intelligence algorithms, and achieve the effect of improving the efficiency of convolution operations, computing efficiency, and processing parallelism.
Active Publication Date: 2021-11-23
SHENZHEN CORERAIN TECH CO LTD
View PDF6 Cites 0 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
[0005] In view of the shortcomings of the prior art described above, the purpose of the present invention is to provide an artificial intelligence parallel processing method and an artificial intelligence processing device for solving technical problems such as insufficient parallelism of artificial intelligence algorithm processing in the prior art
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 moreImage
Smart Image Click on the blue labels to locate them in the text.
Smart ImageViewing Examples
Examples
Experimental program
Comparison scheme
Effect test
Embodiment Construction
[0045] Embodiments of the present invention are described below through specific examples, and those skilled in the art can easily understand other advantages and effects of the present invention from the content disclosed in this specification. The present invention can also be implemented or applied through other different specific implementation modes, and various modifications or changes can be made to the details in this specification based on different viewpoints and applications without departing from the spirit of the present invention. It should be noted that, in the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.
[0046] It should be noted that the diagrams provided in the following embodiments are only schematically illustrating the basic ideas of the present invention, and only the components related to the present invention are shown in the diagrams rather than the number, shape and shape of the compo...
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
Login to View More Abstract
An artificial intelligence parallel processing method is applied to a processing module (54), and the method includes: making the data transmission module take out multiple channel data from an external storage module according to a preset data size (S101); making the data transmission module The retrieved channel data is transmitted to the convolution module for parallel convolution operation with multiple convolution kernel matrices (S102). The above method does not need to wait for the convolution operation of a convolution kernel matrix to complete the convolution operation of the next convolution kernel matrix, and realizes parallel convolution operations through hardware devices such as convolution operation circuits, especially in the face of a large amount of data Compared with software calculation, it greatly improves the efficiency of convolution operation. Therefore, the method of artificial intelligence parallel processing greatly improves the processing parallelism and improves the computing efficiency.
Description
technical field [0001] The present invention relates to the field of artificial intelligence, in particular to an artificial intelligence parallel processing method, device, readable storage medium, and terminal. Background technique [0002] Artificial Intelligence (Artificial Intelligence), the English abbreviation is AI. It is a new technical science that studies and develops theories, methods, technologies and application systems for simulating, extending and expanding human intelligence. [0003] The artificial intelligence algorithm is a neural network model algorithm that simulates the human brain, and its calculation volume is very huge. AlphaGo, which also uses the artificial intelligence algorithm, needs to use thousands of traditional processors (CPU) and hundreds of graphics processing units (GPU). ;Obviously, as artificial intelligence ushers in a new wave of revival today, traditional processors are becoming a bottleneck hindering the popularization of artific...
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
Login to View More Patent Type & Authority Patents(China)
IPC IPC(8): G06N3/04G06N3/063
CPCG06N3/063G06N3/045
Inventor 肖梦秋
Owner SHENZHEN CORERAIN TECH CO LTD