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Large Scale Distributed Deep Learning on Kubernetes Clusters

Large Scale Distributed Deep Learning on Kubernetes Clusters

Linux Foundation via YouTube Direct link

Reduce

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Reduce

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Large Scale Distributed Deep Learning on Kubernetes Clusters

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  1. 1 Intro
  2. 2 Speakers
  3. 3 TensorFlow 2.0 Workflow
  4. 4 Orchestration for DL
  5. 5 Parameter Server
  6. 6 Reduce
  7. 7 Kubernetes Operators
  8. 8 Mirror Strategy in TF
  9. 9 TensorFlow + Hovorod
  10. 10 PyTorch + Hovorod
  11. 11 Recall: TFJob vs. MPIJob
  12. 12 Shared API and Best Practices

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