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NVIDIA launched the 'Exemplar Cloud' framework to analyze and close performance gaps (8-12%) between identical AI compute clusters, offering guidance to help MENA organizations maximize their AI infrastructure investments.

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NVIDIA Unveils 'Exemplar Cloud': Lessons for Unlocking Full Performance on AI Infrastructure in the Middle East

Overview

FAQ

What is NVIDIA's 'Exemplar Cloud' framework?

It is an analytical framework from NVIDIA designed to identify causes of performance gaps between identical AI compute clusters and provide guidance to maximize training throughput.

How large is the performance gap between identical compute clusters?

The performance gap ranges from 8% to 12% between identical clusters built from NVIDIA H100, GB200 NVL72, or GB300 NVL72 systems.

Is this gap caused by hardware?

No, it is often due to configuration choices in the kernel and software stack, not the hardware itself.

How can MENA organizations benefit from this framework?

They can use the framework to analyze their current infrastructure, identify gaps, and apply guidance to improve throughput, maximizing ROI.

Source: NVIDIA Developer (AI)

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