SNN Training on SHD 700 channels (full)
38.93Epoch Training Time (s)Mészáros et al.
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Mészáros et al.Hidden Layer Size=256, Batch Size=256, Hardware=RTX A5000, Number of Hidden Layers=22026.02 | 38.93 | 4,824 | |
| Bullet TrainsHidden Layer Size=256, Batch Size=256, Hardware=NVIDIA H100 (80GB), Number of Hidden Layers=22026.02 | 44.66 | 7,967 | |
| Bullet TrainsHidden Layer Size=512, Batch Size=256, Hardware=NVIDIA H100 (80GB), Number of Hidden Layers=22026.02 | 111.55 | 26,184 | |
| Mészáros et al.Hidden Layer Size=512, Batch Size=256, Hardware=RTX A5000, Number of Hidden Layers=22026.02 | 141.35 | 8,632 | |
| Hammouamri et al.Hidden Layer Size=256, Batch Size=256, Hardware=NVIDIA H100 (80GB), Number of Hidden Layers=22026.02 | 157.89 | 8,978 | |
| Hammouamri et al.Hidden Layer Size=512, Batch Size=256, Hardware=NVIDIA H100 (80GB), Number of Hidden Layers=22026.02 | 338.94 | 16,366 |