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Energy consumption analysis on CIFAR-10/100 (test)
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0.117
Power (mJ)
ResNet-18 (Ours)
-0.15832
1.70009
3.5585
5.41691
May 14, 2026
Power (mJ)
SOPs (G)
Updated 6d ago
Evaluation Results
Method
Method
Links
Power (mJ)
SOPs (G)
ResNet-18 (Ours)
T=1, Param (M)=11.17
2026.05
0.117
1.52
ResNet-18 (Ours)
T=2, Param (M)=11.17
2026.05
0.234
3.04
ResNet-18 (Ours)
T=4, Param (M)=11.17
2026.05
0.468
6.08
Spikformer-8-384
T=4, Param (M)=16.81
2026.05
0.525
6.82
Spikformer-6-512
T=4, Param (M)=23.37
2026.05
0.669
8.69
Spikformer-8-512
T=4, Param (M)=29.68
2026.05
0.854
11.09
ResNet-18 (ANN)
Param (M)=11.17
2026.05
7
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