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Large Scale Distributed Training and Serving DNNs with Kubeflow

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Constantine
Large Scale Distributed Training and Serving DNNs with Kubeflow

Details

Agenda:

  • 5:00 - 5:30 Networking
  • 5:30 - 6:30 Seldon
  • 6:30 - 7:00 Alluxio

This event will cover several topics:

  • How to serve a trained model with Seldon Core. This will cover walk through typical setup steps, as well as show case of serving production events
  • Training Job which uses TF / Keras to train models on multiple machines.
  • Accelerating data access with In-Memory datasets / Alluxio
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