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235 results about "Smart applications" patented technology

Deep neural network multi-path reasoning acceleration method for edge intelligent application

The invention discloses a deep neural network multi-path reasoning acceleration method for edge intelligent application, comprising the following steps of: firstly analyzing the classification capability and calculation cost of quitting a branch outlet in advance of each layer of a deep neural network, and selecting an outlet combination with the maximum reasoning benefit to be added to an original model; setting a threshold unit between the exit and a trunk layer, training, and judging whether the task can exit from the current exit or not; compressing intermediate feature data for a task which cannot exit in advance at a terminal layer but must be transmitted to an edge layer; and finally, monitoring and analyzing the network load and the computing capabilities of the terminal and the edge equipment on line in an edge computing environment, cutting a multi-path model by taking the minimized reasoning time delay as a target, and respectively deploying model blocks in a terminal layerand an edge layer to finally form a multi-path reasoning acceleration framework. According to the method, the reasoning flexibility can be improved, the accuracy is ensured, the total reasoning time delay is reduced, and the real-time and high-precision requirements of edge intelligent application are met.
Owner:SOUTHEAST UNIV

Intelligent application management system of automobile in the internet

The invention discloses an intelligent application management system of an automobile in the internet. The intelligent application management system comprises a consumption point unit, a client software unit and an internet computer management platform. The consumption point unit and the client software unit are respectively connected with the internet computer management platform network. The consumption point unit comprises geographic information, a longitude and latitude coordinate module and a vehicle information acquisition module, a vehicle identification processing module, a vehicle billing processing module and a main control module. The client software unit comprises satellite positioning longitude and latitude coordinate information, registration user information and internet payment information. The internet computer management platform comprises registration user information, registration vehicle information and internet payment information corresponding to the client software unit. According to the invention, rapid and convenient payment can be realized when the vehicle is consumed; the license plate and the fake board in the vehicle safety problem are improved when the vehicle is parked conveniently; theft and effective management can be realized, and the parking space resources can be quickly shared.
Owner:姜茂清

Application management method of smart television and smart television

The invention provides an application management method of a smart television and the smart television. The application management method of the smart television comprises the steps of judging whether a television application belongs to traditional television applications when a command of starting any television application is received; applying to a resource management service for processing resources through a traditional application management service when the television application is judged to belong to the traditional television applications so that the television application can be processed, or else, releasing the applied processing resources through the traditional application management service, wherein the traditional application management service is used for applying for or releasing the processing resources used for processing the traditional television applications, and the resource management service is used for managing the processing resources of the smart television. According to the technical scheme, the difficulty for developing the traditional television applications can be reduced, the time for developing the traditional television applications can be shortened, and meanwhile, resource contention caused by unreasonable resource distribution between the traditional television applications and intelligent applications is avoided.
Owner:GUANGDONG HISENSE ELECTRONICS CO LTD

Method for accelerating multi-outlet DNN reasoning by heterogeneous processor under edge computing

PendingCN114662661AAccelerating Multipath InferenceClear validityNeural architecturesNeural learning methodsAnalysis dataMajorization minimization
The invention discloses a method for accelerating multi-exit DNN (Deep Neural Networks) reasoning by a heterogeneous processor under edge computing, which comprises the following steps of: firstly, respectively counting the computing cost of each layer of a deep neural network on a CPU (Central Processing Unit) and a GPU (Graphics Processing Unit) under different loads, the classification capability of each layer exiting a branch exit in advance and the intermediate data volume of each network layer; then analyzing the data to obtain an optimal parallel combination model for distributing each layer of the deep neural network to a CPU (GPU) processor under a specific load condition; and finally, the load conditions of the CPU and the GPU and the current computing power are monitored and analyzed on a terminal device on line, a deep neural network reasoning task is segmented with the purpose of minimizing reasoning time delay, task blocks are distributed to the GPU and the CPU respectively, and finally a reasoning acceleration framework based on a heterogeneous processor is formed. According to the method, the reasoning flexibility can be improved, the accuracy is ensured, the reasoning total time delay is reduced, and the real-time and high-precision requirements of edge intelligent application are met.
Owner:SOUTHEAST UNIV

Oil-gas field production equipment health management system and implementation method

The invention belongs to the field of oil-gas field production equipment fault processing. The invention discloses an oil-gas field production equipment health management system and an implementationmethod. The system comprises a data acquisition layer, a system support layer, an intelligent analysis layer and an intelligent application layer, wherein the intelligent analysis layer constructs a health state model for evaluating the equipment performance, predicts the health state of the input equipment performance, and establishes a corresponding processing preprocessing scheme according to the health state of the input equipment performance; the intelligent application layer displays an evaluation result of the intelligent analysis layer for the health state of the equipment, and displays a corresponding preprocessing scheme according to the health state of the input equipment performance; effective utilization of mass data is achieved through the management system, rapid pre-judgment of equipment faults is achieved, and the situation that fault components cannot be replaced in time is avoided; by evaluating the health state of the equipment, the regular equipment overhaul frequency is effectively reduced, a large amount of overhaul funds are saved, meanwhile, the equipment operation time is prolonged, and therefore the crude oil yield is increased.
Owner:安徽创米信息技术有限公司
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