Resources

Open-source datasets, pretrained models, tutorials, slides, and software tools from our group. All resources are freely available for research use.

Datasets

iDATA – EDA Vector Dataset

Standardized design-to-vector dataset covering placement, routing, timing, and logic synthesis tasks. Enables reproducible ML benchmarking for EDA research.

HuggingFace GitHub

OpenLS-DGF – Logic Synthesis Dataset

Adaptive open-source dataset generation framework for machine learning tasks in logic synthesis. Supports diverse AIG benchmarks and synthesis sequence experiments.

Paper (TCAD 2025)

iEDA Benchmark Designs

Open-source VLSI benchmark circuits and design files used in iEDA experiments. Compatible with standard EDA tool flows (LEF/DEF/Liberty).

GitHub Gitee

Pretrained Models

iPCL – Chip Layout Foundation Model

Self-supervised pre-trained model on large-scale chip layout datasets. Supports layout generation, metric evaluation, and transfer learning for physical design tasks.

GitHub Paper

AiEDA Model Zoo

Collection of pretrained models for EDA tasks: timing prediction, DRC violation detection, placement quality estimation, and logic optimization sequence learning.

HuggingFace

Tutorials & Slides

iEDA Tutorial Series

Comprehensive tutorial slides covering iEDA architecture, tool usage, algorithm design, and physical design fundamentals. Available for teaching and self-study.

iEDA Website

Large-scale IC Design Methods (Book Chapter)

Book chapter on Routing Design (Chapter 8) in Large-scale Integrated Circuit Design Methods, Higher Education Press. Authored by Xingquan Li.

Publications

YSYX EDA Training Materials

EDA training resources and water-drop curriculum used in the "One Student, One Chip" (YSYX) program, covering C/C++, algorithms, EDA tools, and AI for EDA.

YSYX Website

Software Tools & Libraries

iEDA – Full Physical Design Toolchain

Complete open-source physical design toolchain: iFP, iPL, iCTS, iRT, iSTA, iDRC. Built with C++, CMake, modular architecture.

GitHub Gitee

iFlow – Docker-based EDA Flow

Docker image and scripts for running complete EDA flows with iEDA. Supports Ubuntu 20.04, reproducible experiments, and CI/CD integration.

OSCC GitHub

AiEDA Python Library

Python package for AI-aided EDA research: feature extraction, vector construction, model training pipelines, and evaluation utilities for chip design tasks.

Resources

Open Source Projects

Education & Training

EDA Community

PI Homepage