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An NVIDIA Developer article outlines how NVLink 6 is designed to provide multi-layer resiliency for large-scale AI training clusters, aiming to help operators maximize continuous GPU output and maintain productivity in massive AI "factories."
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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