Architecture

Wall Time Overhead

Memory Reduction

VGG16

19.5%

32.5%

VGG19

21.0%

36.9%

Resnet18

17.6%

54.4%

Resnet50

15.3%

56.8%

MobileNet

63.2%

67.8%