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productionize Tensorflow with Sagemaker
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Explore and Train.ipynb

Tensorflow Sagemaker sample

This repo stores an example of how to train a tensorflow model and deploy to production using Amazon Sagemaker.

  1. Explore and Train.ipynb - loads the dataset, trains a CNN and saves the model
  2. - helper functions used in the notebooks
  3. tensorflow_serving_container.ipynb - compresses the saved model, uploads it to s3 and deploys the model
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