Open Access
Table 3
SPODIfY architecture.
| Type | Filters | Size | Output |
|---|---|---|---|
| Input | 1024 × 8 | ||
| Conv/BN | 64 | 11 | 1024 × 64 |
| Max Pool | 2 | 512 × 64 | |
| Conv/BN | 128 | 9 | 512 × 128 |
| Max Pool | 2 | 256 × 128 | |
| Conv/BN | 256 | 7 | 256 × 256 |
| Max Pool | 2 | 128 × 256 | |
| Conv/BN | 512 | 5 | 128 × 512 |
| Max Pool | 2 | 64 × 512 | |
| Conv/BN | 1024 | 3 | 64 × 1024 |
| Flatten | 65536 | ||
| FC | 4096 | 4096 | |
| FC | Nobjects × Ncells × 3 | Nobjects × Ncells × 3 | |
| Reshape | Nobjects × Ncells × 3 |
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