def METHOD_NAME(self, feats: Tuple[Tensor]) -> Tuple[Tensor]:
    """Forward function.
    Args:
        feats (Tuple[Tensor]): Multi-scale feature maps.
    Returns:
        Tuple[Tensor]:
            - mc_pred (Tensor): Multi-class prediction.
            - x (Tensor): Global context feature.
    """
    x = feats[-1]
    for i in range(self.num_convs):
        x = self.convs[i](x)
    x = self.pool(x)
    # multi-class prediction
    mc_pred = x.reshape(x.size(0), -1)
    mc_pred = self.fc(mc_pred)
    return mc_pred, x