named_children(): print(child) 此时可以得到以下输出: ('linear_0', MyLinear()) ('linear_1', MyLinear()) 如果我们调用了children()方法,与named_children()的区别就是,不会输出名称: for child in net.children(): print(child) >>> MyLinear() >>> MyLinear() named_modules() 方法 在上一...
在named_children()中,只返回模型的子模块 在named_modules()中,layer1指的就是模型的子模块,layer1.0指的就是组成layer1的第一个模块,以此类推 注意,在named_modules()中,第一个返回的是整个模型本身
3. model.children() 4. model.named_children() 5. model.parameters() 6. model.named_parameters() 7. model.state_dict() 模型示例: import torch import torch.nn as nn class Net(nn.Module): def __init__(self, num_class=10): super().__init__() self.features = nn.Sequential( nn....
本文简要介绍python语言中 torch.jit.ScriptModule.named_children 的用法。 用法: named_children()生成(Yield): (string, Module) - 包含名称和子模块的元组 返回直接子模块的迭代器,产生模块的名称以及模块本身。 例子: >>> for name, module in model.named_children(): >>> if name in ['conv4', '...
named_children()只会打印children,也就是子模块,至于孙子,曾孙子...一律不打印,即 子子模块及以下的都都不会打印 #打印模型的子模块 for name, module in model.named_children(): print(name, module) 使用named_modules函数打印模型的子模块 named_modules从命名就可以看出,会遍历模型中的所有模块(与named_...
用法: named_children()生成(Yield): (string, Module) - 包含名稱和子模塊的元組 返回直接子模塊的迭代器,產生模塊的名稱以及模塊本身。 例子: >>> for name, module in model.named_children(): >>> if name in ['conv4', 'conv5']: >>> print(module)相關用法 ...
可见,named_parameters()输出模型中每一个参数的名称(字符串)与这个参数(Parameter类);而named_modules()与named_children()则输出的是每一块模型的名称(字符串)与这个模型(Conv2d、Linear、Sequence或者是'__main.Net'类)。 其中modules与children又有区别:modules会迭代式地找到每一个模型(例如<class '__main_...
model.named_children()就是带名字的model.children(), 相比model.children(), model.named_children()不但迭代的遍历模型的子层,还会返回子层的名字: In [23]: len(model_named_children) Out[23]: 2 In [24]: model_named_children Out[24]: [('features', Sequential( (0): Conv2d(3, 6, kernel...
named_children(): yield layer def named_children(self): """Returns an iterator over immediate children layers, yielding both the name of the layer as well as the layer itself. Yields: (string, Layer): Tuple containing a name and child layer Examples: .. code-block:: python import paddle...
There was a strange father, John Blake, from Michigan, who named his children after a computer software term. He told the local newspaper the US traditional way of adding“Junior”or“II”after a boy's name was too common. So, when his son was born last week, he decided on the name...