---
title: Deep learning using TensorFlow with HorovodRunner for MNIST | Databricks on AWS
source: https://docs.databricks.com/aws/en/archive/machine-learning/train-model/mnist-tensorflow-keras
ingestedAt: "2026-06-18T08:03:05.797Z"
---

*   [](https://docs.databricks.com/aws/en/)
*   [Documentation archive](https://docs.databricks.com/aws/en/archive/)
*   [Horovod](https://docs.databricks.com/aws/en/archive/machine-learning/train-model/horovod)
*   [HorovodRunner: distributed deep learning with Horovod](https://docs.databricks.com/aws/en/archive/machine-learning/train-model/horovod-runner)
*   Deep learning using TensorFlow with HorovodRunner for MNIST

Last updated on **Sep 26, 2024**

The following notebook demonstrates the recommended [development workflow](https://docs.databricks.com/aws/en/archive/machine-learning/train-model/horovod-runner#development-workflow). Before running the notebook, prepare data for distributed training.

#### HorovodRunner TensorFlow and Keras MNIST example notebook

[Open notebook in new tab](https://assets.docs.databricks.com/_extras/notebooks/source/deep-learning/mnist-tensorflow-keras.html)
