lydiawunan / LOSTINLinks
LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models
☆25Updated 3 years ago
Alternatives and similar repositories for LOSTIN
Users that are interested in LOSTIN are comparing it to the libraries listed below
Sorting:
- Gamora: Graph Learning based Symbolic Reasoning for Large-Scale Boolean Networks (DAC'23)☆55Updated 11 months ago
- ☆16Updated 2 years ago
- GNN-RE datasets for circuit recognition☆54Updated 2 years ago
- This is an official implementation for "DeepGate: Learning Neural Representations of Logic Gates".☆24Updated 2 years ago
- Must-read papers on Graph Neural Networks (GNNs) for Integrated Circuits (ICs) design, security and reliability.☆70Updated 5 months ago
- ☆29Updated last year
- OpenABC-D is a large-scale labeled dataset generated by synthesizing open source hardware IPs. This dataset can be used for various graph…☆140Updated 4 months ago
- High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing☆51Updated last year
- ☆31Updated 2 years ago
- Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits☆33Updated last year
- Awesome machine learning for logic synthesis☆29Updated 3 years ago
- MapTune: Advancing ASIC Technology Mapping via Reinforcement Learning Guided Library Tuning Mingju Liu, Daniel Robinson, Yingjie Li, Cunx…☆22Updated 8 months ago
- ☆20Updated 3 years ago
- MLCAD 2020: Reinforcement for logic optimization sequence exploration☆28Updated 5 years ago
- ☆13Updated 2 years ago
- DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)☆115Updated 2 years ago
- ☆31Updated 2 years ago
- Benchmarks for Approximate Circuit Synthesis☆17Updated 5 years ago
- ☆77Updated 5 months ago
- Artificial Netlist Generator☆44Updated last year
- ICCAD'23 Best Paper Award candidate: Robust GNN-based Representation Learning for HLS☆22Updated last year
- MasterRTL: A Pre-Synthesis PPA Estimation Framework for Any RTL Design☆59Updated 6 months ago
- Hypergraph Partitioning: benchmarks, evaluators, best known solutions and codes☆76Updated 2 weeks ago
- ☆54Updated 6 months ago
- Official open source repository for "A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction" (DAC 2022)☆84Updated last year
- Simple Python interface for ABC☆26Updated 2 years ago
- GPU-based logic synthesis tool☆97Updated 2 weeks ago
- Collection of digital hardware modules & projects (benchmarks)☆74Updated this week
- ☆94Updated 5 months ago
- Graph Neural Networks for Predicting Circuit Reliability Degradation. TCAD 2022☆24Updated 3 years ago