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A TensorFlow integration for deeplearn.js which allows to load tensorflow checkpoint files directly.

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google/aiyprojects-deeplearn-tensorflow

Deeplearn Tensorflow

A TensorFlow integration for deeplearn.js which allows to load tensorflow checkpoint files directly.

Installation

NPM

For NPM use npm install deeplearn-tensorflow in your project folder.

YARN

For YARN use yarn add deeplearn-tensorflow in your project folder.

Other

Fork, clone, download the source on GitHub to get the latest version like git clone https://github.com/google/deeplearn-tensorflow.git.

Basic Usage

import {NDArray, ...} from 'deeplearn';
import {TensorflowLoader} from 'deeplearn-tensorflow';

const tensorflowReader = new TensorflowLoader(NDArray);
tensorflowReader.loadRemoteFiles('data/model.ckpt-999').then((vars) => {
    ...
});

Demo

For an demo implementation, please check DEMO.md.

Disclaimer

This is not an official Google product.

Author

Markus Bordihn

License

Apache License, Version 2.0 - http://www.apache.org/licenses/LICENSE-2.0

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A TensorFlow integration for deeplearn.js which allows to load tensorflow checkpoint files directly.

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