EuroPython 2018

Cloud-Agnostic Deployment of Distributed TensorFlow

Speaker(s) Javier Jorge

In this poster we will see how to deploy the required infrastructure to create a TensorFlow cluster, and then provision the software to train the model. For doing this, we will use the Infrastructure Manager ( that supports API’s from different virtual platforms, making user applications Cloud-agnostic. In addition, it integrates a contextualization system, based on Ansible, to enable the installation and configuration of all the required applications providing a fully functional Deep Learning infrastructure on the Cloud provider that we need.


  • Distributed TensorFlow: Basic approach and architecture.
  • Deploying the infrastructure with the Infrastructure Manager.
  • Ansible Roles.
  • Training the model.

in on Thursday 26 July at 10:00 See schedule

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