Table 11 Comparison of time consumption and model complexity among different models
From: Reunion helper: an edge matcher for sibling fragment identification of the Dunhuang manuscript
Models | Time consumption (s) | FLOPs (MMac) | Params (M) |
|---|---|---|---|
Alexnet | 2131.458 | 711.47 | 57.01 |
Vgg11 | 4926.460 | 7630 | 128.77 |
Resnet18 | 2936.007 | 1820 | 11.18 |
Densenet121 | 6109.044 | 2880 | 6.96 |
Squeezenet1.0 | 2881.369 | 743.19 | 1.25 |
MobileNetV1 | 3119.800 | 582.9 | 3.21 |
MobileNetV2 | 3332.386 | 318.96 | 2.23 |
MobileNetV3 | 2378.456 | 58.82 | 1.52 |
Ours | 2549.019 | 944.28 | 11.33 |