TF-JS-Storage

Version 1.0.0

TF-JS-Storage serves as an extension of tensorflow.js. It offers functions for storing tensors in web storage as well as turning them into strings.

An example of a use case for this extension might be to store a model to later compare it to a different one or to store the training progress of a model to further improve it at a later point in time.

Installation

Method 1: Download the tfStorage.js file and import it like this:

<script src="tfStorage.js"></script>

Method 2: Import the project from a CDN like this:

<script src="https://cdn.jsdelivr.net/gh/N-Ziermann/tf-js-storage@1/tfStorage.js"></script>

Usage

To store a tensor in local storage you can use the toLocalStorage Function as follows:

toLocalStorage(key, tensor);

To retrieve the tensor from local storage you can then use fromLocalStorage like this:

var tensor = fromLocalStorage(key);

Note: For session storage you'd use the toSessionStorage and fromSessionStorage functions. There's no difference in usage though.

To only convert a tensor into a string and not store it in web storage you'd use tensorToString like this:

var str = tensorToString(tensor);

To then convert it back you'd just need to use stringToTensor like this:

var tensor = stringToTensor(str);

Contributors

• Niklas Ziermann

Copyright & License

© Niklas Ziermann

GNU GPLv3