iDATA AiEDA
Dataset A dataset of AI + EDA iDATA is a dataset of AI + EDA, which can be used to train AI models for design PPA prediction, PPA-aware physical design, and related tasks. Dataset structure Describe the dataset structure. aes/ ├── iEDA_route_process_data/ # Process data exported by iEDA-iRT 2D routing ├── syn_netlist/ # The synthesized netlist files、sdc files ├── place/ # The place stage def、sdc、vectors └── route/ # The route… See the full description on the dataset page: https://huggingface.co/datasets/AiEDA/iDATA.
- 类型
- dataset
- 许可
- gpl
- 下载量
- 189,902
- 点赞
- 7
- 访问
- public
- 文件
- 0
标签
- 数据集
- EDA
- 机器学习
- 深度学习
- 传感器数据
- 预测
- 微调
摘要
iDATA是一个面向AI驱动的电子设计自动化（EDA）领域的专用数据集，结合skywater130工艺收集了综合网表、布局、布线阶段的DEF、SDC、SPEF及特征向量数据。该数据集可用于训练AI模型进行设计PPA（性能/功耗/面积）预测、PPA感知的物理设计及相关任务，覆盖布局和布线两大阶段，数据来源于oscc-ip、iscas89、OpenRoad和OpenLane等项目。适合芯片制造领域的机器学习研究与物理设计优化工作。
README
--- license: gpl tags: - "AI + EDA dataset" - "skywater130 process" pretty_name: iDATA configs: - config_name: place data_files: - split: train path: "*/place/vectors/*_place_vectors.tar.gz" - config_name: route data_files: - split: train path: "*/route/vectors/*_route_vectors.tar.gz" --- # 数据集 <p …