Semiconductor switch chips and networking chips and computer hardware for generative AI to maximize throughput and reduce latency to enable scalability for large multi-GPU systems

Computer network interface devices; computer network hubs; computer network switches; computer network server; computer chassis; computer networking hardware; Computer hardware for AI accelerators and AI networking, including rack-based solutions for GPUs and cooling technology for AI datacenters; Ethernet switches; microchips; semiconductors; rack-based solutions (racks of GPUs) including cooling technology for such racks for AI datacenters; Downloadable cloud-based software for network oper...