Table 7.
Comparison between the model parameters and FLOPs.
| Model | Method | Parameters(K/M) | FLOPs(K/M) |
|---|---|---|---|
| SVM | V-I | 147.20K | 147.22K |
| Ours | 441.60K | 441.62K | |
| AlexNet-DS | V-I | 303.13M | 45.35M |
| Ours | 304.97M | 45.34M | |
| AlexNet | V-I | 32.43M | 8.33M |
| Ours | 32.67M | 8.33M |
Comparison between the model parameters and FLOPs.
| Model | Method | Parameters(K/M) | FLOPs(K/M) |
|---|---|---|---|
| SVM | V-I | 147.20K | 147.22K |
| Ours | 441.60K | 441.62K | |
| AlexNet-DS | V-I | 303.13M | 45.35M |
| Ours | 304.97M | 45.34M | |
| AlexNet | V-I | 32.43M | 8.33M |
| Ours | 32.67M | 8.33M |