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1433results about "Programming languages/paradigms" patented technology

Programming model oriented to neural network heterogeneous computing platform

The invention provides a programming model oriented to a neural network heterogeneous computing platform. Specifically, the invention provides a compiling method and system of a heterogeneous computing platform and a program running support method and system thereof. A trained neural network model is input to a neural network (NN) optimization complier to generate a NN assembling file corresponding to the NN. The NN assembling file is input to a NN assembler to generate a NN binary file corresponding to the neural network; a host complier tool chain is used for compiling and assembling a neural network application program developed by a user by using the high-level language, and orderly generates a corresponding host assembling file and a host binary file. The host linker is used for linking the NN binary file and the host binary file to generate a single mixed link executable file. The technical scheme provided by the invention has the features of being good in calculation performance, strong in expandability, strong in compatibility and high in flexibility.
Owner:XILINX INC

Semantic-based, service-oriented system and method of developing, programming and managing software modules and software solutions

Methods, systems, frameworks, and software products are disclosed for building well-defined software modules through the optionally nested aggregation of other similar modules at any depth. The invention provides visual methods of aggregation and nesting of software interfaces withincomposite software services with an automated runtime platform. Other aspects of the invention include, but are not limited to, innovative methods for routing the flow of invocation, inter-service communication, and exception handling. Industry standards are leveraged to integrate the methods discussed in this invention to any computer system, programming language or software platform. The semantic-based and visual nature of the invention discussed can significantly reduce the complexity of building, maintaining and deploying computer systems and software products.
Owner:NEXTAXIOM TECH

Service-oriented development framework (YC-Framework)

The invention provides a service-oriented development framework (YC-Framework). The service-oriented development framework mainly comprises an API (application program interface) layer, a communication protocol layer, a data logic layer, a system service layer, a public assembly and uniform configuration. In the system service layer, various function services in service products are extracted through an SOA (service oriented architecture) to form services with high multiplex ratios, serve service logic in all the service products in an independent service form, and provide stable and robust bottom layer system service support for the external; the logic layering design is introduced, and interconnection is performed through the simple logic relation of upper and lower layers; configuration management for each layer is realized through uniform configuration, and work including routing, safety protection and the like is implemented by the aid of the public assembly; finally, the high-load, extensible, maintainable and rapidly-iterative service-oriented development framework (YC-Framework) is obtained. The YC-Framework has good characteristics of service singleton, loose coupling, protocol standardization, cross-platform property, cross-language property and the like.
Owner:BEIJING HUIMOR TECH
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