TensorFlow Cloud

What is this repo?

This repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

Installation

Requirements:

Python >= 3.5
Set up your Google Cloud project
Authenticate your GCP account
nbconvert - if you are using an iPython notebook

Install latest release:

pip install -U tensorflow-cloud

Install from source:

git clone https://github.com/tensorflow/cloud.git
cd cloud
pip install .

Usage examples

Usage with tf.keras script that trains using model.fit.
Usage with tf.keras script that trains using a custom training loop.

Contributing

We welcome community contributions, see CONTRIBUTING.md and, for style help,
Writing TensorFlow documentation
guide.

License

Apache License 2.0

gogasca/cloud