Appendix V — chapter5.pipeline.02_hyperparameter-optimization
chapter5.pipeline.02_hyperparameter-optimization
Hyperparameters Grid Search script.
Performs an hyperparameter Grid Search on the specified model. The selected hyperparameters for the search can be found in tuning_configuration.py
.
Example:
$ python 02_hyperparameter-optimization.py
--data_dir <PATH_OF_DATA>
--model <MLP,CNN>
--phase <initial,extra-layers>
--batch_size <BATCH_SIZE>
--epochs <EPOCHS>
--executions <EXECUTIONS>