NLGraph

NeList Graph

Reads a verilog gate-level netlist into a nlgraph.Graph object.

The Graph object provides utilities for working with netlist graphs and machine learning using pytorch.

TODOs

• pypi release
• Usage examples in readme

Post Install PyTorch Dependencies

After installation, you can use torchinstaller (installed as a dependency to this project) to help install pytorch and torch-geometric dependencies if you'd like. torchinstaller helps to automatically detect cuda versions and/or just to build the right install commands for pytorch, etc. See torchinstaller for more details.

e.g.

Dry run install (no -i flag)

> torchinstall --pytorch --lightning --pyg -pyg-src

PyTorch and PyTorch-Lightning

> torchinstall --pytorch --lightning -i

PyTorch-Geometric

> torchinstall --pyg -i
torchinstall --pyg -pyg-src -i
torchinstall --pytorch --lightning --pyg -pyg-src -i

PyTorch-Geometric from source

> torchinstall --pyg -pyg-src -i

Install all

> torchinstall --pytorch --lightning --pyg -pyg-src -i