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Journal of Cloud Computing

Advances, Systems and Applications

Table 5 Comparison between conv/fc partition

From: A privacy protection approach in edge-computing based on maximized dnn partition strategy with energy saving

Model

Strategy

Offloads

Energy

Privacy

  

#B

#L

  

ResNet18

8-bit conv/fc

8

20

0.7269

1.0068

 

ours

7

18

0.3427

0.9595

ResNet50

8-bit conv/fc

16

53

1.6776

0.9583

 

ours

6

21

0.3402

0.9454

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