Christina200/sketchogd

Python

SketchOGD

Official code for [SketchOGD: Memory-Efficient Continual Learning]

Prerequisites

requirements.txt

Instructions

Clone the repo
Run scripts: scripts/myScript.sh

Also includes:

Implementation of Orthgohonal Gradient Descent (OGD) (Farajtabar et al., 2019)

To cite:

@article{,
  title={SketchOGD: Memory-Efficient Continual Learning},
  author={Benjamin Wright and Youngjae Min and Jeremy Bernstein and Navid Azizan},
  journal={},
  year={2023}
}