Energy consumption analysis on CIFAR-10/100 (test)
0.117Power (mJ)ResNet-18 (Ours)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ResNet-18 (Ours)T=1, Param (M)=11.172026.05 | 0.117 | 1.52 | |
| ResNet-18 (Ours)T=2, Param (M)=11.172026.05 | 0.234 | 3.04 | |
| ResNet-18 (Ours)T=4, Param (M)=11.172026.05 | 0.468 | 6.08 | |
| Spikformer-8-384T=4, Param (M)=16.812026.05 | 0.525 | 6.82 | |
| Spikformer-6-512T=4, Param (M)=23.372026.05 | 0.669 | 8.69 | |
| Spikformer-8-512T=4, Param (M)=29.682026.05 | 0.854 | 11.09 | |
| ResNet-18 (ANN)Param (M)=11.172026.05 | 7 | — |