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Comparison of experimental results with different kernel sizes.
| Kernel size | Trained accuracy | Tested accuracy | |
|---|---|---|---|
| Layer 2 | Layer 1 | ||
| 1 × 1 | 7 × 7 | 0.7216 | 0.6948 |
| 5 × 5 | 0.7523 | 0.7090 | |
| 3 × 3 | 0.8669 | 0.6818 | |
| 3 × 3 | 7 × 7 | 0.7207 | 0.6870 |
| 5 × 5 | 0.7505 | 0.6896 | |
| 3 × 3 | 0.8594 | 0.6688 | |
| 5 × 5 | 7 × 7 | 0.7216 | 0.7210 |
| 5 × 5 | 0.7495 | 0.7013 | |
The bold values are the best values obtained in the experiment.
