CatherineMeng / FGYM-user-demo
Demonstrating the usage of FGYM: A Toolkit for benchmarking FPGA-accelerated Reinforcement Learning
☆12Updated 3 years ago
Related projects: ⓘ
- IronMan+alpha: Graph Neural Network and Reinforcement Learning in High-Level Synthesis☆23Updated 2 years ago
- MLCAD 2020: Reinforcement for logic optimization sequence exploration☆25Updated 3 years ago
- Benchmarks for Approximate Circuit Synthesis☆12Updated 4 years ago
- Applying Deep Q-learning for Global Routing☆107Updated 4 years ago
- Simple Python interface for ABC☆21Updated last year
- LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models☆17Updated 2 years ago
- Benchmark Generator for Global Routing☆11Updated 5 years ago
- Python version of tools to work with AIG formatted files☆10Updated 4 months ago
- REST, a reinforcement learning framework for constructing rectilinear Steiner Minimum tree (RSMT)☆48Updated 2 years ago
- Awesome machine learning for logic synthesis☆23Updated 2 years ago
- discrete gate sizing☆11Updated 3 years ago
- A circuit-element level explainer to explain machine learning model's prediction on chip layouts.☆17Updated 10 months ago
- ☆18Updated 4 months ago
- The release for ICML 2023 paper☆29Updated 3 months ago
- DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)☆100Updated last year
- ☆12Updated 6 years ago
- https://arxiv.org/abs/1706.04972☆41Updated 5 years ago
- Official implementation of MacroRank: Ranking Macro Placement Solutions Leveraging Translation Equivariancy (ASP-DAC 2023)☆15Updated last year
- Official implementation of NeurIPS'23 paper "Macro Placement by Wire-Mask-Guided Black-Box Optimization"☆16Updated 10 months ago
- ☆53Updated last year
- ☆14Updated last year
- Gamora: Graph Learning based Symbolic Reasoning for Large-Scale Boolean Networks (DAC'23)☆45Updated 2 months ago
- ☆39Updated 2 months ago
- LLM4HWDesign Starting Toolkit☆15Updated this week
- ALSRAC: Approximate Logic Synthesis by Resubstitution with Approximate Care Set☆17Updated 11 months ago
- ☆12Updated 10 months ago
- Using GNN and DQN to find a baetter branching heuristic for a CDCL Solver☆50Updated 3 years ago
- ☆29Updated 11 months ago
- ICCAD'23 Best Paper Award candidate: Robust GNN-based Representation Learning for HLS☆9Updated 3 months ago
- Logic Synthesis System from UC Berkeley (Unofficial Distribution)☆14Updated 5 years ago