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Accuracy of different selection criteria.
| Dataset | Selection criteria | Full precision layer | Acc(%) |
|---|---|---|---|
| Fashion-MNIST | SC1 | 1 | 92.81 |
| SC2 | 1,6 | 93.10 | |
| SC3 | 1,2,7 | 93.26 | |
| SC4 | 1,3,7 | 93.21 | |
| CIFAR-10 | SC1 | 1 | 90.36 |
| SC2 | 1,6 | 91.64 | |
| SC3 | 1,2,6 | 91.71 | |
| SC4 | 1,5,6 | 91.69 | |
| CIFAR-100 | SC1 | 1 | 65.68 |
| SC2 | 1,6 | 68.65 | |
| SC3 | 1,2,6 | 68.88 | |
| SC4 | 1,5,6 | 68.89 |
