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Automating Distributed Training
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Classroom Contents
Building and Managing a Centralized ML Platform with Kubeflow at CERN
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- 1 Introduction
- 2 Introductions
- 3 What is CERN
- 4 Motivation for our service
- 5 Reconstruction
- 6 Simulations
- 7 Goals
- 8 Platform
- 9 Cluster Layout
- 10 Deployment
- 11 Integrations
- 12 Issues
- 13 Burst to Public Clouds
- 14 Automating Distributed Training
- 15 Service Dashboard
- 16 Demo
- 17 Submitting jobs
- 18 Results
- 19 Closing remarks
