Skip to content
productionize Tensorflow with Sagemaker
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
Explore and Train.ipynb
README.md
sample_utils.py
serving_container_flower_model.ipynb

README.md

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. sample_utils.py - helper functions used in the notebooks
  3. tensorflow_serving_container.ipynb - compresses the saved model, uploads it to s3 and deploys the model
You can’t perform that action at this time.