Providing on-line non-downloadable software for implementing a computer programming language, computer software development tools, and computer software libraries for use in general purpose computation, manipulation of collections of data, data transformation, input/output, communications, graphics display, modeling, and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization, machine learning, neural architecture search and the design of artificial neural networks; Providing non-downloadable computer software, namely, runtime systems comprised of computer software libraries for use in general purpose computation, manipulation of collections of data, data transformation, input/output, communications, graphics display, modeling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization, machine learning, neural architecture search and the design of artificial neural networks; Providing on-line non-downloadable software for use as an application programming interface for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization, machine learning, neural architecture search and the design of artificial neural networks; Platform as a service (PAAS) featuring computer software platforms for implementing a computer programming language, and computer software development tools, for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization, machine learning, neural architecture search and the design of artificial neural networks; Software as a service (SAAS) services featuring software for implementing a computer programming language, and computer software development tools, for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization, machine learning, neural architecture search and the design of artificial neural networks; Updating of computer software for implementing a computer programming language, computer software development tools, and computer software libraries for use in general purpose computation, manipulation of collections of data, data transformation, input/output, communications, graphics display, modeling, and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization, machine learning, neural architecture search and the design of artificial neural networks; Cloud computing featuring software for use as an application programming interface for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization, machine learning, neural architecture search and the design of artificial neural networks; Computer software design in related to software for implementing a computer programming language, computer software development tools, and computer software libraries for use in general purpose computation, manipulation of collections of data, data transformation, input/output, communications, graphics display, modeling, and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization, machine learning, neural architecture search and the design of artificial neural networks