# DINO

**Repository Path**: aikedaer/DINO

## Basic Information

- **Project Name**: DINO
- **Description**: Distributed Newton-Type Optimization Method
- **Primary Language**: Unknown
- **License**: GPL-3.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-09-04
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# DINO
Distributed Newton-Type Optimization Method.

This method is from https://arxiv.org/abs/2006.03694.
For simplicity and compatibility, we use all-reduce operations instead of broadcast and then reduce. 
For the other methods that we compared to, code can be found at https://github.com/RixonC/DINGO.

This code requires `Python 3`, `PyTorch`, `Torchvision`, `Scipy` and `Matplotlib`.

### Authors
1. Rixon Crane. School of Mathematics and Physics, University of Queensland, Australia. Email: r.crane(AT)uq.edu.au
2. Fred Roosta. School of Mathematics and Physics, University of Queensland, Australia, and International Computer Science Institute, Berkeley, USA. Email: fred.roosta(AT)uq.edu.au