CircuitNet: an open-source dataset for machine learning applications in electronic design automation (EDA)

The electronic design automation (EDA) community has been actively exploring machine learning (ML) for very large-scale integrated computer-aided (VLSI CAD). Many studies explored learning-based techniques cross-stage prediction tasks in the flow to achieve faster convergence. Although building ML models usually requires a large amount of data, most can only generate small internal datasets validation because lack public datasets. In this essay, we present first open-source dataset called CircuitNet VLSI CAD.