name within ``module`` on which pruning will act. amount (int or float): quantity of parameters to prune. If ``float``, should be between 0.0 and 1.0 and represent the fraction of parameters to prune. If ``int``, it represents the absolute number of parameters to prune. dim (int, optional): index of the dim along which we define channels to prune. Default: -1. )