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Multi-Instance GPU Deployment for Machine Learning and Particle Beam Simulations at CERN

Multi-Instance GPU Deployment for Machine Learning and Particle Beam Simulations at CERN

OpenInfra Foundation via YouTube Direct link

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Classroom Contents

Multi-Instance GPU Deployment for Machine Learning and Particle Beam Simulations at CERN

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  1. 1 Introduction
  2. 2 Outline
  3. 3 Cloud Infrastructure
  4. 4 GPU jobs
  5. 5 GPU types
  6. 6 GPU deployment models
  7. 7 GPU deployment overview
  8. 8 GPU provisioning
  9. 9 Virtual GPUs
  10. 10 A100s
  11. 11 Puppet module
  12. 12 Use cases
  13. 13 Stability issues
  14. 14 Future plans
  15. 15 Conclusions
  16. 16 Questions
  17. 17 Recommendation

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