Open Access
Table C.1
IAE CNN filters. The decoder layers match the transposed of the encoder layers for input,output shape. The full architecture overview is summarized in Fig C.1
| Layer | Shape (input, output) | Kernel size | Stride |
|---|---|---|---|
| encoder 1 | 2, 4 | 8 | 1 |
| encoder 2 | 4, 6 | 8 | 2 |
| encoder lat 1 | 4, 6 | 8 | 2 |
| encoder 3 | 6, 6 | 8 | 1 |
| encoder lat 2 | 6, 6 | 8 | 1 |
| encoder 4 | 6, 8 | 8 | 2 |
| encoder lat 3 | 6, 8 | 8 | 2 |
| encoder 5 | 8, 8 | 10 | 1 |
| encoder lat 4 | 8, 8 | 10 | 1 |
| encoder 6 | 8, 10 | 10 | 2 |
| encoder lat 5 | 8, 10 | 10 | 2 |
| encoder 7 | 10, 10 | 10 | 1 |
| encoder lat 6 | 10, 10 | 10 | 1 |
| encoder 8 | 10, 12 | 10 | 2 |
| encoder lat 7 | 10, 12 | 10 | 2 |
| encoder 9 | 12, 12 | 16 | 1 |
| encoder lat 8 | 12, 12 | 16 | 1 |
| encoder 10 | 12, 14 | 16 | 2 |
| encoder lat 9 | 12, 14 | 16 | 2 |
| encoder 11 | 14, 14 | 16 | 1 |
| encoder lat 10 | 14, 14 | 16 | 1 |
| encoder 12 | 14, 16 | 16 | 2 |
| encoder lat 11 | 14, 16 | 16 | 2 |
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