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Details of the CNN architecture a.
| Layer Name | Kernel Size | # Kernels | Stride | Feature Map. | # Params |
|---|---|---|---|---|---|
| conv1_a | 1 × 3 | 10 | 1 | 1 × 248 × 10 | 40 |
| conv2_a | 1 × 3 | 10 | 1 | 1 × 246 × 10 | 310 |
| max_pool_a | 1 × 2 | - | 1 | 1 × 123 × 10 | 0 |
| dropout1_a | - | - | - | 1 × 123 × 10 | 0 |
| flattening_a | - | - | - | 1 × 1230 × 1 | 0 |
| fully_con1_a | - | - | - | 1 × 128 × 1 | 157,568 |
| dropout2_a | - | - | - | 1 × 128 × 1 | 0 |
| fully_con2_a | - | - | - | 1 × 2 × 1 | 258 |
