Open Access
Table 3.
Hyperparameters for the deep learning deconvolution model.
| Number of levels | 5 |
| Minimum number of channels | 64 |
| Convolution kernel size | 3 |
| Dropout rate | 0.2 |
| Batch size | 256 |
| Initial learning rate | 10−5 |
| – min learning rate | 10−7 |
| – learning rate factor | 0.1 |
| – learning rate patience | 5 epochs |
| Loss weighting factor β | 10−5 |
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