Table 2 Network parameters.
From: MSAACNN for intense noise suppression in DAS-VSP records
Hyper-parameter | Specification |
|---|---|
Optimizer | ADAM |
Patch size | 64 × 64 |
Batch size | 32 |
Epoch number | 60 |
Learning rate range | [10–4, 10–5, 10–6] |
Input channels | 1 |
Convolution kernel size | 1 × 1, 3 × 3, 5 × 5, 7 × 7, 1 × 3, 3 × 1 |
The number of channels | 64,128 |
