ML EDA Contests
SLICE has curated a list of contests that have encouraged the use of machine learning techniques in EDA
- MLCAD 2023 FPGA Macro Placement
- Towards academic research for developing ML or deep RL approaches to improve upon the current state-of-the-art macro placement tools.
- ICCAD 2023 Problem C ML for IR Drop
- Advacning ML-based IR drop prediction and providing a standard set of benchmarks for training and evaluation.
- ISPD 2024 GPU/ML-enhanced Large Scale Global Routing
- Goal is to stimulate academic research aimed at developing a GPU/ML-enhanced global router tailored for industrial-level circuits
- ICCAD 2024 Logic Gate Sizing Using ML
- Goal is to incentivize the use of ML and GPU-acceleration for logic gate sizing.