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| Layer type | Input size | Output size |
|---|---|---|
| Input | (41,1) | (41,1) |
| Conv1D | (41,1) | (41,8) |
| BatchNormalization | (41,8) | (41,8) |
| Maxpooling1D | (41,8) | (20,8) |
| Conv1D | (20,8) | (20,8) |
| BatchNormalization | (20,8) | (20,8) |
| Upsampling1D | (20,8) | (40,8) |
| Conv1D | (40,8) | (40,8) |
| BatchNormalization | (40,8) | (40,8) |
| Conv1DTranspose | (40,8) | (41,1) |
