'NoneType' object has no attribute 'parameters'
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This error typically occurs when you try to access the `parameters` attribute of a variable that is `None`.
For example, suppose you have a function that returns a PyTorch model object:
```python
import torch.nn as nn
def create_model():
model = nn.Sequential(
nn.Linear(10, 5),
nn.ReLU(),
nn.Linear(5, 1)
)
return model
```
If you call this function and assign the result to a variable, you can access the model's parameters:
```python
model = create_model()
params = list(model.parameters())
```
However, if the function returns `None` instead of a model object, you will get the `'NoneType' object has no attribute 'parameters'` error when you try to access the `parameters` attribute:
```python
def create_model():
# do something that might return None
return None
model = create_model()
params = list(model.parameters()) # raises AttributeError: 'NoneType' object has no attribute 'parameters'
```
To fix this error, make sure that the variable you are trying to access the `parameters` attribute of is not `None`.
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