Datasets

SLICE has curated a list of available open-source datasets for ML EDA applications.

Digital circuit design

• DATC RDF calibrations repository
  • Calibrations data for timing analysis, parasitic estimation, and static IR drop
• BeGAN benchmarks
  • Power delivery network benchmarks generated by GANs
• ML-for-IR-drop
  • ICCAD 2023 Contest Benchmarks for ProblemC IR drop analysis
• OpenROAD public CI test suite
  • OpenROAD-flow-scripts and public regressions for several designs
• CircuitNet
  • Datasets for congestion, DRC, IR drop, and net delay estimation
• Artificial netlist generator
  • Gate-level technology-independent netlist generator
• VeriGen
  • Dataset to train large language models for verilog generation
• Open-ABCD
  • Large scale dataset for logic synthesis

Analog circuit design

• ALIGN Circuits Database
  • Circuit netlist for power management, low frequency analog design, wireless/radio frequency, and wireline
• OTA circuits
  • Various commonly used OTA topologies compiled from different literature sources