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Messing with Distributed TensorFlow and Kubernetes

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k8s-tf

Messing with distributed TensorFlow and Kubernetes cluster.

CircleCI


TODO

  • distributed training: chestxray
Toughts

While writing training yaml files we understood why really kubeflow exists... Configuring workers environnements and dns services is not complicated but time consuming. It can be automatically generated ! We'll continue messing with all this stuff in order to determine weither we should use kubeflow when its stable (version >= 1) or create our own generation tool.

Requirements:

  • Installed and configured gcloud (verify that you have enough quotas for using GKE)
  • Installed kubectl

Documentation

See ./docs