Emily Potyraj

Emily Potyraj is the product manager for Exemplar Cloud performance and benchmarking at NVIDIA. Her work focuses on developing tools that enable the characterization and optimization of AI workloads.
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Posts by Emily Potyraj

Data Center / Cloud Jul 30, 2026

NVIDIA Exemplar Cloud: Lessons for Unlocking Full Performance on AI Infrastructure

Two AI computing clusters built from identical NVIDIA H100, GB200 NVL72, or GB300 NVL72 systems can deliver materially different training throughput. We... 12 MIN READ
Data Center / Cloud Mar 18, 2025

Measure and Improve AI Workload Performance with NVIDIA DGX Cloud Benchmarking

As AI capabilities advance, understanding the impact of hardware and software infrastructure choices on workload performance is crucial for both technical... 7 MIN READ
Three icons in a row, including DGX in the middle.
Agentic AI / Generative AI Feb 11, 2025

NVIDIA DGX Cloud Introduces Ready-To-Use Templates to Benchmark AI Platform Performance

In the rapidly evolving landscape of AI systems and workloads, achieving optimal model training performance extends far beyond chip speed. It requires a... 7 MIN READ