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TOPIC · ENTITY #1171
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An NVIDIA Developer article says the explosive growth of generative AI and distributed model training across hundreds of thousands of GPUs is fundamentally changing data center design, and introduces Spectrum‑X Ethernet as a networking approach aimed at meeting those new requirements.
An NVIDIA Developer article argues that modern AI factories are increasingly power-constrained and that the key metric has shifted from GPU count to AI output per watt. It presents NVIDIA DSX MaxLPS as an approach for improving performance-per-watt in AI deployments and discusses related system- and infrastructure-level considerations.
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