MnistModel.named_modules#
- MnistModel.named_modules(memo: Optional[Set[Module]] = None, prefix: str = '', remove_duplicate: bool = True)#
Returns an iterator over all modules in the network, yielding both the name of the module as well as the module itself.
- Args:
memo: a memo to store the set of modules already added to the result prefix: a prefix that will be added to the name of the module remove_duplicate: whether to remove the duplicated module instances in the result or not
- Yields:
(string, Module): Tuple of name and module
- Note:
Duplicate modules are returned only once. In the following example,
lwill be returned only once.
Example:
>>> l = nn.Linear(2, 2) >>> net = nn.Sequential(l, l) >>> for idx, m in enumerate(net.named_modules()): print(idx, '->', m) 0 -> ('', Sequential( (0): Linear(in_features=2, out_features=2, bias=True) (1): Linear(in_features=2, out_features=2, bias=True) )) 1 -> ('0', Linear(in_features=2, out_features=2, bias=True))