如何将list转换为tensor
时间: 2023-09-14 22:10:09 浏览: 99
在PyTorch中,可以使用torch.Tensor或torch.tensor将list转换为tensor。具体方法如下:
1. 使用torch.Tensor方法将list转换为tensor:
```python
import torch
lst = [1, 2, 3, 4, 5]
tensor = torch.Tensor(lst)
print(tensor)
```
输出结果为:
```
tensor([1., 2., 3., 4., 5.])
```
2. 使用torch.tensor方法将list转换为tensor:
```python
import torch
lst = [1, 2, 3, 4, 5]
tensor = torch.tensor(lst)
print(tensor)
```
输出结果为:
```
tensor([1, 2, 3, 4, 5])
```
注意,在使用torch.Tensor方法时,list中的元素类型会被自动转换为float类型;而在使用torch.tensor方法时,list中的元素类型会被自动转换为tensor默认的数据类型。如果需要手动指定数据类型,可以在torch.tensor方法中指定dtype参数。例如:
```python
import torch
lst = [1, 2, 3, 4, 5]
tensor = torch.tensor(lst, dtype=torch.float32)
print(tensor)
```
输出结果为:
```
tensor([1., 2., 3., 4., 5.])
```
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