=loss_func,
            activation=activation,
            metrics=metrics,
            verbose=verbose,
            train_data=train_data,
        )

    elif name == BIGRU:
        (tokenizer, tok_dct) = preproc.get_preprocessor()
        model = _build_bigru(
            num_classes,
            maxlen,
            max_features,
            features,
            loss_func=loss_func,
            activation=activation,
            metrics=metrics,
            verbose=verbose,
            tokenizer=tokenize