Integrated circuits, namely, graphics, video and multimedia integrated circuits; integrated circuit chip sets; cards containing integrated circuits; integrated circuit chips; semiconductor devices; semiconductor chips; semiconductors; chipsets; computer hardware; microprocessors; microprocessor subsystems comprised of one or more microprocessors, central processing unit (CPU), CPU cores, and downloadable and recorded software for operating the foregoing; computer hardware subsystems comprised of microprocessor subsystems; microprocessor modules; system-on-a-chip (SOC) processors; system-on-a-chip (SoC) architecture for use with central processing units (CPU) and graphics processing units (GPU), namely, system-on-a-chip (SoC) architecture that connects die-to-die, chip-to-chip, and socket-to-socket, used across different microprocessors for enabling increased computing performance; system-on-a-chip (SoC) architecture for use with multiple graphics processing units (GPU), namely, system-on-a-chip (SoC) architecture that connects die-to-die, chip-to-chip, and socket-to-socket, used across multiple different microprocessors, optimized for machine learning and high-performance computing applications, to enhance GPU to GPU connectivity, to enable increased computing performance, to accelerate data center computer workloads, and to enable exascale-class supercomputers; network-on-a-chip, namely, microprocessor hardware technology for use in scaling for high performance computing (HPC) and machine learning (ML) that provides for computer network interfaces across microprocessor central processor unit (CPU) and graphics processing unit (GPU) cores, computer memory, hubs and data fabric for enabling microprocessor communications and increasing computing performance and efficiency; microprocessor communication fabric, namely, data communication interconnect architecture responsible for collecting data, and command control interconnect architecture responsible for data sensor telemetry; data fabric, namely, hardware and downloadable and recorded software that supports storage, processing, analysis and management of disparate data; graphics processors units (GPUs); video graphics processors units (GPUs); graphics processing units (GPU); GPU cores; graphics cards; video display cards; video capture cards; accelerated data processors; accelerated video processors; multimedia accelerator boards; computer accelerator board; graphics accelerators; video graphics accelerator; graphics processor subsystem, namely, microprocessor subsystems comprised of one or more microprocessors, graphics processing units (GPUs), GPU cores, and downloadable and recorded software for operating the foregoing; supercomputers; computer servers; network servers; computer workstations, namely, computers designed for advanced technical or scientific applications and high performance computing applications; digital media streaming devices; solid state drives; computer memory devices, namely, volatile memory devices; dynamic random-access memory (DRAM); dynamic random access memory (DRAM) controllers; downloadable and recorded software for operating all of the foregoing; downloadable and recorded computer software for computer graphics and video games; downloadable and recorded graphics software; downloadable and recorded video game software; downloadable and recorded computer software for operating computer and graphics processors; downloadable virtual reality game software; downloadable virtual reality software for creating realistic virtual reality experiences; downloadable and recorded computer software for databasing, visualization, manipulation, virtual reality immersion and integration of information; downloadable and recorded virtual reality training simulation software in the field of realistic training simulations; virtual reality headsets; virtual reality glasses; headsets for virtual reality games; downloadable interactive video games of virtual reality comprised of computer hardware for use with an external monitor and downloadable and recorded software; recorded interactive video games of virtual reality comprised of computer hardware for use with an external monitor and downloadable and recorded software