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Computer hardware; semiconductor chips; integrated circuits; microprocessors; microprocessor cores for graphics, multimedia and video systems and Digital Neural Networks (DNN); integrated circuits for graphics, multimedia and video systems; video graphics physics accelerators and video graphics music accelerators; video graphics accelerators; Field Programmable Gate Array (FPGA) accelerators, two-dimensional and three-dimensional and Virtual Reality and Augmented Reality video graphics accelerators; computer accelerator circuit boards for video encoding and decoding; video graphics accelerators for image processing; multimedia accelerator circuit boards and video graphics accelerators for use with portable devices, handheld devices, mobile communication devices, mobile telephones, personal digital assistants (PDAs), tablet PCs, game consoles, microcomputer game consoles, in-car infotainment and navigation systems, Head Up Display (HUD), and, digital signage; computer software for designing, configuring, operating and controlling the performance of semiconductor chips, integrated circuits, microprocessors, microprocessor cores, multimedia accelerators, graphics accelerators and video accelerators; and structural replacement parts for all the aforesaid goods