self._setitem_single_column(loc, value, pi)
时间: 2024-05-27 12:13:58 浏览: 127
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Traceback (most recent call last): File "E:/403/myworld/GraphNet.py", line 14, in <module> g.ndata['feat'] = feat File "D:\code\myworld\lib\site-packages\dgl\view.py", line 99, in __setitem__ self._graph._set_n_repr(self._ntid, self._nodes, {key: val}) File "D:\code\myworld\lib\site-packages\dgl\heterograph.py", line 4346, in _set_n_repr if F.context(val) != self.device: File "D:\code\myworld\lib\site-packages\dgl\backend\pytorch\tensor.py", line 99, in context return input.device AttributeError: 'numpy.ndarray' object has no attribute 'device' 进程已结束,退出代码1
这个错误发生在使用 DGL 库设置节点属性时,因为传入的特征值是 Numpy 数组,而不是 PyTorch 张量。可以将 Numpy 数组转换为 PyTorch 张量,例如:
```python
import torch
import numpy as np
feat = np.ones((10, 16))
feat_tensor = torch.from_numpy(feat)
g.ndata['feat'] = feat_tensor
```
这里我们将 Numpy 数组 `feat` 转换为 PyTorch 张量 `feat_tensor`,然后将其设置为节点特征。
__setattr__ = dict.__setitem__
在提供的代码中,`__setattr__`方法被重写为`dict.__setitem__`,这意味着当我们给对象的属性赋值时,实际上是调用了`dict.__setitem__`方法来设置字典中的键值对。这样做的目的是为了让对象支持通过点操作符来设置属性,使得对象可以像访问属性一样访问字典的键值对。这种做法在某些情况下可以提供更直观和方便的使用方式。
除了`__setattr__`方法外,还有`__getattr__`和`__delattr__`方法。`__getattr__`方法被重写为`dict.get`方法,当属性不存在时,会返回None,而不是抛出AttributeError异常。`__setattr__`方法被重写为`dict.__setitem__`,用于设置属性值。`__delattr__`方法被重写为`dict.__delitem__`,用于删除属性。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
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