/RouteNet-Pytorch

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

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

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