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apache / submarine / 389c8fd919411f1edb2aec05e6ed2bca83dcf15d / . / dev-support / examples / mnist-tensorflow / ParameterServerStrategy
tree: 12c6e381f9a393a038d5ed8b5f0b0bed0e8e5553 [path history] [tgz]
  1. build.sh
  2. Dockerfile
  3. mnist_keras_distributed.py
  4. post.sh
  5. readme.md
dev-support/examples/mnist-tensorflow/ParameterServerStrategy/readme.md

TF ParameterServerStrategy Example (Beta)

Usage

This is an easy mnist example of how to train a distributed tensorflow model using ParameterServerStrategy and track the metric and paramater in submarine-sdk.

How to execute

  1. Set up (for a single terminal, only need to do this one time)
eval $(minikube -p minikube docker-env)
  1. Build the docker image
./dev-support/examples/mnist-tensorflow/ParameterServerStrategy/build.sh
  1. Submit a post request
./dev-support/examples/mnist-tensorflow/ParameterServerStrategy/post.sh