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MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers
Introduction What is new in MLPerf Inference v2.1? Growth of MLPerf Inference as a benchmark Dell results Notable results
Summary
Highlighting performance scores System performance details PowerEdge server, GPU, and Software specifications Performance improvements Conclusion and Key Takeaways Acknowledgment References

Summary

Home > AI Solutions > Artificial Intelligence > White Papers > MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers > Summary

Summary

  • The most notable results include:

    • Our submissions include results from different servers, operating systems, accelerators, and suites. Customers can refer to these results to see the performance that they can expect from a system for a specific deployment scenario.
    • The NVIDIA-Certified PowerEdge R750xa and XE8545 servers have received several winning titles.
    • We run benchmarks across different operating systems.
    • We provide power and edge suite results and power and data center suite results for the PowerEdge XR12 system for power- and space-constrained settings. This server proves to be one of the most power-efficient, flexible, ruggedized, and space- and marine-compliant system.
    • We see noticeable performance gains with software-only improvements.