Data processing method, related equipment and system
A technology for data processing and equipment, applied in the field of data processing, can solve problems such as insufficient processing performance of edge processing equipment, and achieve the effects of improving task processing performance, reducing processing load, and improving real-time performance.
Active Publication Date: 2022-05-13
PHYTIUM TECH CO LTD
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Problems solved by technology
However, limited by the processing resources of edge processing devices, in some application scenarios, the processing performance of edge processing devices is still insufficient
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Embodiment 1
[0048] The Energy Internet system takes the power system as the core and link, and is a new energy system based on "smart grid + UHV grid + clean energy" to achieve a high degree of integration of energy and information.
[0049] In the energy Internet system, the data for power distribution is mainly uploaded to the main station (ie cloud platform) through wireless means such as GPRS and then processed in a centralized manner. However, with the substantial increase in the number of power distribution users and the diversification of user types, the method of real-time data transmission from the terminal to the master station for unified processing will increase the communication bandwidth on the one hand, and increase the data processing of the master station on the other hand. load, and the data cannot be processed in real time. In order to solve the above problems, the embodiment of the present application provides an energy Internet system that combines edge processing dev...
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The invention provides a data processing method, related equipment and system, the method is applied to an edge processing chip, hardware in the edge processing chip can be configured with various convolutional neural network units, and the convolutional neural network units are used for executing convolutional neural network models matched with the convolutional neural network units; the method comprises the following steps: in a convolutional neural network unit, training a convolutional neural network model, and testing the trained convolutional neural network model to obtain a test result; and in the edge processing chip, based on the test result corresponding to each convolutional neural network unit, configuring a target convolutional neural network unit so as to execute the to-be-processed task through the target convolutional neural network unit. According to the method and the device, the convolutional neural network unit with better performance relative to the resources of the edge processing chip can be selected, so that a better processing effect is achieved under the condition of limited resources.
Description
technical field [0001] The present application relates to the technical field of data processing, and in particular, to a data processing method, related equipment and system. Background technique [0002] At present, the traditional cloud computing-based Energy Internet CPS (Cyber Physical System, Information Physical System) architecture is composed of data acquisition equipment on each terminal side, through wireless communication methods such as GPRS (General Packet Radio Service, general packet radio service technology) , and report the collected data on each terminal side to the cloud platform for unified processing. [0003] In this solution, since all terminal-side data needs to be reported to the cloud platform, the solution requires very high communication bandwidth. In addition, in this solution, since all data are processed uniformly on the cloud platform, this also leads to a heavy data processing load on the cloud platform, and it is difficult to process the...
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Login to View More IPC IPC(8): G06N3/04G06N3/063G06N3/08
CPCG06N3/063G06N3/08G06N3/048G06N3/045
Inventor 李纪先郭御风马卓张璐高鹏飞
Owner PHYTIUM TECH CO LTD