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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 Highlighting performance scores
Summary
System performance details PowerEdge server, GPU, and Software specifications Performance improvements Conclusion and Key Takeaways Acknowledgment References

Summary

Summary

  • The PowerEdge R750xa server can claim the following positions, compared against per GPU performance with the same PCIe form factor accelerator: 

    • #1 position with ResNet Server 
    • #1 position with ResNet Offline
    • #1 position with RetinaNet Server 
    • #1 position with RNN-T Server 
    • #1 position with RNN-T Offline 
    • #2 position with BERT 99 Server 
    • #2 position with BERT 99 Server 
    • #2 position with DLRM 99, 99.9 Server 
    • #2 position with DLRM 99, 99.9 Server