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Providing on-line on-downloadable software for developing and enhancing the performance of high-performance computing (HPC) applications; providing on-line non-downloadable software for assigning message passing interface processes to graphics processing units (GPUs); providing on-line non-downloadable software for enabling distributed computations across multi-GPU configurations; providing on-line non-downloadable software for enhancing computer performance and for operation of integrated circuits, semiconductors, computer chipsets and micro-processors; providing on-line non-downloadable software development kits (SDKs); providing on-line non-downloadable software development tools; providing on-line non-downloadable software for use as an application programming interface (API) for use in building software applications; providing on-line non-downloadable software utilizing artificial intelligence for use in machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics, business intelligence and computer vision; providing on-line non-downloadable software for facilitating data transmission, data collection, data analysis, and decision-making; providing on-line non-downloadable software for simulation, artificial intelligence modeling and data processing all for use in data visualization, data analysis, data mining, data interpretation, predictive analytics, accessing and editing large-scale data, interactive visual computing, design of information graphics, video-streaming, and maximizing graphics processing and performance; providing on-line non-downloadable software for use in general purpose computation, manipulation of collections of data, data analysis, image content analysis, information analysis, data transformation, data input/output, transmitting communications, speech recognition, graphics display, artificial intelligence modeling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; providing on-line non-downloadable software for use as an application programming interface (API) for artificial intelligence software applications; providing on-line non-downloadable software for the collection, managing, editing, organizing, modifying, transmission, and sharing of data and information; providing on-line non-downloadable software in the nature of knowledge-based artificial intelligence computer software platforms and automation computer software platforms for use in advanced visualization, data acquisition, data analytics, data integration, artificial intelligence machine learning, machine learning, deep learning, high performance computing, distributed computing, virtualization, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics, and business intelligence; providing on-line non-downloadable software for the storage of electronic data; providing on-line non-downloadable software for data management, analytics and pattern and activity recognition; providing on-line non-downloadable software development tools for use in the fields of artificial intelligence, deep learning, machine learning, high performance computing, distributed computing, and data virtualization