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Design Guide—Virtualizing GPUs for AI with VMware and NVIDIA Based on Dell Infrastructure
Introduction Architectural Concepts Solution Architecture Validation and Machine Learning Performance
Validation overview
Environment
Performance results
Conclusions
Conclusion References

Validation overview

Validation overview

  • In the Dell Technologies HPC & AI Innovation Lab, we deployed and validated the solution described in this design guide. We deployed the three network architectures and NVIDIA AI Enterprise on the supported PowerEdge servers. We also conducted studies to understand how virtualized GPUs perform compared to bare-metal GPUs. We also conducted studies to characterize the performance of partitioned GPUs. This section presents the results of our performance studies.