Sign-MAML

This repo is the official code for Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD

Requirements

Python >= 3.6

Pytorch >= 1.8

Torchvision >= 0.9

pip install learn2learn

Run the code

bash jobs.sh

Reference

@article{fan2021signmaml,
      title={Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD}, 
      author={Chen Fan and Parikshit Ram and Sijia Liu},
      journal={5th Workshop on Meta-Learning at NeurIPS 2021},
      year={2021}
}