Image Classification on CIFAR-100 (Efficiency and Resource Metrics)
1.4Training TimeSpike-NVPT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Spike-NVPTBatch size=642026.04 | 1.4 | 1.37 | 8.37 | 18.51 | |
| VPTBatch size=642026.04 | 1.43 | 1.38 | 7.74 | 18.51 | |
| Dynamic tuningBatch size=642026.04 | 2.99 | 0.49 | 8.9 | 17.81 | |
| LoRABatch size=642026.04 | 4.05 | 1.32 | 8.48 | 17.71 | |
| EdgeNetBatch size=642026.04 | 6.31 | 5.62 | 10.65 | 24.37 |