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Detailed parameters of our 3D-CNN subject sub-network.
| Layer name | Kernel | Stride | Activation | Output channels |
|---|---|---|---|---|
| Conv3D | 3 × 3 × 3 | 1 | BachNorm3d+Relu | 32 |
| MaxPooling3D | 3 × 3 × 3 | 2 | 32 | |
| Conv3D | 3 × 3 × 3 | 1 | BachNorm3d+Relu | 128 |
| MaxPooling3D | 3 × 3 × 3 | 2 | 128 | |
| Conv3D | 3 × 3 × 3 | 1 | BachNorm3d+Relu | 256 |
| MaxPooling3D | 3 × 3 × 3 | 2 | 256 | |
| Conv3D | 2 × 2 × 2 | 2 | BachNorm3d+Relu | 512 |
| MaxPooling3D | 5 × 5 × 5 | 2 | 512 | |
| Globel-Avg-Pooling3D | 1 × 1 × 1 | 512 |
