Open Access
Table 1
Overview of key user-defined hyperparameters and where they can be specified when using the astromorph pipeline.
| Input locations | |||
|---|---|---|---|
| Hyperparameter | settings.toml | ByolTrainer | BYOL |
| Augmentation function | N/A | augmentation_fuction | augmentation_function |
| Learning rate | N/A | learning_rate | user defined |
| Learning rate scheduler | optional exponential decay | user defined | user defined |
| Batch size | batch_size | batch_size | user defined |
| Epochs | epochs | epochs | user defined |
| Projection size | projection_size | projection_size | projection_size |
| Projection hidden size | projection_hidden_size | projection_hidden_size | prediction_hidden_size |
| EWMA decay | N/A | N/A | moving_average_decay |
| Loss function | N/A | N/A | loss_fn |
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