Circuit property regression on High-level Synthesis (test)
2.207DSP MSEMaglap-Multi-q
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Maglap-Multi-qBase Model=Bidirected-GIN, PE processing=SPE2024.07 | 2.207 | 1.735 | |
| Maglap-Multi-qBase Model=Bidirected-GIN, PE processing=SignNet2024.07 | 2.212 | 1.791 | |
| NoneBase Model=Bidirected-GIN, PE processing=N/A2024.07 | 2.232 | 1.939 | |
| LapBase Model=Bidirected-GIN, PE processing=SignNet2024.07 | 2.256 | 1.806 | |
| Maglap-1q (best q)Base Model=Bidirected-GIN, PE processing=SPE2024.07 | 2.256 | 1.768 | |
| LapBase Model=Bidirected-GIN, PE processing=SPE2024.07 | 2.267 | 1.786 | |
| Maglap-1q (q=0.01)Base Model=Bidirected-GIN, PE processing=SignNet2024.07 | 2.304 | 1.882 | |
| Maglap-1q (q=0.01)Base Model=Bidirected-GIN, PE processing=SPE2024.07 | 2.344 | 1.83 | |
| LapBase Model=SAT (bidirected-GIN), PE processing=SignNet2024.07 | 2.569 | 2.048 | |
| Maglap-Multi-qBase Model=Undirected-GIN, PE processing=SPE2024.07 | 2.582 | 1.976 | |
| Maglap-1q (best q)Base Model=Undirected-GIN, PE processing=SPE2024.07 | 2.614 | 2.01 | |
| Maglap-1q (q=0.01)Base Model=SAT (bidirected-GIN), PE processing=SignNet2024.07 | 2.616 | 2.054 | |
| Maglap-Multi-qBase Model=SAT (bidirected-GIN), PE processing=SPE2024.07 | 2.616 | 2.082 | |
| Maglap-1q (best q)Base Model=SAT (bidirected-GIN), PE processing=SPE2024.07 | 2.657 | 2.107 | |
| LapBase Model=Undirected-GIN, PE processing=SPE2024.07 | 2.662 | 1.925 | |
| LapBase Model=Undirected-GIN, PE processing=SignNet2024.07 | 2.665 | 2.025 | |
| Maglap-Multi-qBase Model=Undirected-GIN, PE processing=SignNet2024.07 | 2.665 | 2.025 | |
| Maglap-1q (q=0.01)Base Model=Undirected-GIN, PE processing=SPE2024.07 | 2.666 | 2.024 | |
| Maglap-1q (q=0.01)Base Model=Undirected-GIN, PE processing=SignNet2024.07 | 2.673 | 2.027 | |
| Maglap-1q (q=0.01)Base Model=SAT (bidirected-GIN), PE processing=SPE2024.07 | 2.687 | 2.192 | |
| LapBase Model=SAT (bidirected-GIN), PE processing=SPE2024.07 | 2.713 | 2.173 | |
| NoneBase Model=SAT (bidirected-GIN), PE processing=N/A2024.07 | 2.724 | 2.117 | |
| Maglap-Multi-qBase Model=SAT (bidirected-GIN), PE processing=SignNet2024.07 | 2.741 | 2.045 | |
| NoneBase Model=Undirected-GIN, PE processing=N/A2024.07 | 2.827 | 2.153 | |
| Maglap-Multi-qBase Model=SAT (undirected-GIN), PE processing=SPE2024.07 | 3.076 | 2.333 | |
| Maglap-1q (q=0.01)Base Model=SAT (undirected-GIN), PE processing=SignNet2024.07 | 3.087 | 2.214 | |
| Maglap-1q (best q)Base Model=SAT (undirected-GIN), PE processing=SPE2024.07 | 3.101 | 2.362 | |
| LapBase Model=SAT (undirected-GIN), PE processing=SignNet2024.07 | 3.103 | 2.223 | |
| Maglap-Multi-qBase Model=SAT (undirected-GIN), PE processing=SignNet2024.07 | 3.121 | 2.207 | |
| NoneBase Model=SAT (undirected-GIN), PE processing=N/A2024.07 | 3.154 | 2.286 | |
| LapBase Model=SAT (undirected-GIN), PE processing=SPE2024.07 | 3.167 | 2.425 | |
| Maglap-1q (q=0.01)Base Model=SAT (undirected-GIN), PE processing=SPE2024.07 | 3.206 | 2.362 |