wps1215 / RouteNet-Pytorch

Implementation of RouteNet, an effective way for Network Modeling and Optimization in SDN

RouteNet-Pytorch

Implementation of RouteNet, an effective way for Network Modeling and Optimization in SDN.

Installation

1. Install Pytorch
2. pip install networkx pytorch-lightning
3. get dataset from repo

Quick Start

python process.py
python main.py

ToDo

• figure out why train epoch is slow than eval...
• add batch in training step and speed up training...

The code is baed on the demo-RouteNet and pytorch-lightningProject