def get_hyperparameters(self):
        """Get the current hyperparamters of each block.

        Returns:
            dict:
                A dictionary containing the block names as keys and
                the current block hyperparameters dictionary as values.
        """
        hyperparameters = {}
        for block_name, block in self.blocks.items():
            hyperparameters[block_name] = block.get_hyperparameters()

        return hyperparameters
Get the current hyperparamters of each block.

        Returns:
            dict:
                A dictionary containing the block names as keys and
                the current block hyperparameters dictionary as values.