447     def __init__(self, amount):  argument
473     def apply(cls, module, name, amount):  argument
504     def __init__(self, amount):  argument
532     def apply(cls, module, name, amount, importance_scores=None):  argument
572     def __init__(self, amount, dim=-1):  argument
642     def apply(cls, module, name, amount, dim=-1):  argument
679     def __init__(self, amount, n, dim=-1):  argument
757     def apply(cls, module, name, amount, n, dim, importance_scores=None):  argument
854 def random_unstructured(module, name, amount):  argument
891 def l1_unstructured(module, name, amount, importance_scores=None):  argument
935 def random_structured(module, name, amount, dim):  argument
976 def ln_structured(module, name, amount, n, dim, importance_scores=None):  argument
1234 def _validate_pruning_amount_init(amount):  argument
1264 def _validate_pruning_amount(amount, tensor_size):  argument
1309 def _compute_nparams_toprune(amount, tensor_size):  argument