tfjs-react-native-mmkv-storage

MMKV storage IO for tfjs-react-native based on react-native-mmkv.

Alternative for tfjs built-in asyncStorageIO, which is based on async-storage.

Differences with tfjs built-in asyncStorageIO:

• Use filesystem instead of SQLite on Android to avoid storage limits
• Supposedly faster

Install:

1$ yarn add tfjs-react-native-mmkv-storage

Usage

1import { mmkvStorageIO } from 'tfjs-react-native-mmkv-storage';
2
3// save model
4const model = tf.sequential();
5// setup model...
6await model.save(mmkvStorageIO(`mymodel`));
7
8// load model
9const model = await tf.loadLayersModel(mmkvStorageIO(`mymodel`));

Testing

Too complicated to setup.