Metadata-Version: 2.1
Name: layer-to-layer-pytorch
Version: 0.1.0
Summary: PyTorch implementation of L2L execution algorithm
Home-page: https://github.com/TezRomacH/layer-to-layer-pytorch
License: MIT
Author: Roman Tezikov
Author-email: tez.romach@gmail.com
Requires-Python: >=3.7,<4.0
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Dist: importlib_metadata (>=1.6.0,<2.0.0); python_version < "3.8"
Requires-Dist: rich (>=6.1.1,<7.0.0)
Requires-Dist: torch (>=1.6.0,<2.0.0)
Requires-Dist: tqdm (>=4.48.2,<5.0.0)
Requires-Dist: typer[all] (>=0.3.2,<0.4.0)
Project-URL: Repository, https://github.com/TezRomacH/layer-to-layer-pytorch
Description-Content-Type: text/markdown

# layer-to-layer-pytorch

<div align="center">

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PyTorch implementation of L2L execution algorithm
</div>

## 🚀 Features [WIP]

## Installation [Not yet ready]

```bash
pip install layer-to-layer-pytorch
```

or install with `Poetry`

```bash
poetry add layer-to-layer-pytorch
```

## 📈 Releases

You can see the list of available releases on the [GitHub Releases](https://github.com/TezRomacH/layer-to-layer-pytorch/releases) page.

We follow [Semantic Versions](https://semver.org/) specification.

## 🛡 License

[![License](https://img.shields.io/github/license/TezRomacH/layer-to-layer-pytorch)](https://github.com/TezRomacH/layer-to-layer-pytorch/blob/master/LICENSE)

This project is licensed under the terms of the `MIT` license. See [LICENSE](https://github.com/TezRomacH/layer-to-layer-pytorch/blob/master/LICENSE) for more details.

## 📃 Citation

### This library

```
@misc{layer-to-layer-pytorch,
  author = {Roman Tezikov},
  title = {PyTorch implementation of L2L execution algorithm},
  year = {2020},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/TezRomacH/layer-to-layer-pytorch}}
}
```

### Original paper

```
@article{Pudipeddi2020TrainingLN,
  title={Training Large Neural Networks with Constant Memory using a New Execution Algorithm},
  author={Bharadwaj Pudipeddi and Maral Mesmakhosroshahi and J. Xi and S. Bharadwaj},
  journal={ArXiv},
  year={2020},
  volume={abs/2002.05645}
}
```

## Credits

This project was generated with [`python-package-template`](https://github.com/TezRomacH/python-package-template).

