Metadata-Version: 2.1
Name: prodigyopt
Version: 1.0
Summary: An Adam-like optimizer for neural networks with adaptive estimation of learning rate
Home-page: https://github.com/konstmish/prodigy
Author: Konstantin Mishchenko
Author-email: konsta.mish@gmail.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE

# Prodigy: An Expeditiously Adaptive Parameter-Free Learner
This is the official repository of [our paper](https://arxiv.org/pdf/2306.06101.pdf) that proposed the Prodigy optimizer. Currently, the code is only in PyTorch.

Prodigy: An Expeditiously Adaptive Parameter-Free Learner
K. Mishchenko, A. Defazio
Paper: https://arxiv.org/pdf/2306.06101.pdf

## How to cite
If you find our work useful, please consider citing our paper.
```
@article{mishchenko2023prodigy,
    title={Prodigy: An Expeditiously Adaptive Parameter-Free Learner},
    author={Mishchenko, Konstantin and Defazio, Aaron},
    journal={arXiv preprint arXiv:2306.06101},
    year={2023},
    url={https://arxiv.org/pdf/2306.06101.pdf}
}
```
