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Hyperparameters of Conv layers.
| Layer | Filter size | # Channel | # Filters | Stride |
|---|---|---|---|---|
| Conv_1 | 3 × 3 | 1 | 8 | 2 |
| Pool_1 | 3 × 3 | 2 | ||
| Conv_2 | 3 × 3 | 8 | 8 | 2 |
| Pool_2 | 3 × 3 | 2 | ||
| Conv_3 | 3 × 3 | 8 | 16 | 1 |
| Conv_4 | 3 × 3 | 16 | 16 | 1 |
| Conv_5 | 3 × 3 | 16 | 16 | 1 |
| Pool_3 | 3 × 3 | 2 | ||
| Conv_6 | 3 × 3 | 16 | 32 | 1 |
| Conv_7 | 3 × 3 | 32 | 32 | 1 |
| Conv_8 | 3 × 3 | 32 | 32 | 1 |
| Conv_9 | 3 × 3 | 32 | 64 | 1 |
| Conv_10 | 3 × 3 | 64 | 64 | 1 |
| Conv_11 | 3 × 3 | 64 | 64 | 1 |
| Pool_4 | 3 × 3 | 2 |
