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foolbox-native's Issues

No error displayed but error occurs!

Hi there, here is my error. It doesn't say anything which was is wrong!
my code is :
fbn.utils.accuracy(fmodel, images, labels)

my output is:

AssertionError                            Traceback (most recent call last)
<ipython-input-94-2fdb7e703e80> in <module>
----> 1 fbn.utils.accuracy(fmodel, images, labels)

***/lib/python3.6/site-packages/foolbox/ext/native/utils.py in accuracy(fmodel, inputs, labels)
      8 
      9 def accuracy(fmodel, inputs, labels):
---> 10     logits = ep.astensor(fmodel.forward(inputs))
     11     predictions = logits.argmax(axis=-1)
     12     accuracy = (predictions == labels).float32().mean()

***/lib/python3.6/site-packages/foolbox/ext/native/models/pytorch.py in forward(self, inputs)
     74     def forward(self, inputs):
     75         x = inputs
---> 76         assert x.device == self.device
     77         x = self._preprocess(x)
     78         x = self._model(x)

AssertionError: 

AttributeError: 'PyTorchTensor' object has no attribute 'tensor'

File ".../foolbox/ext/native/attacks/basic_iterative_method.py", line 98, in call
gradients = ep.astensor(self.model.gradient(x.tensor, y.tensor))
AttributeError: 'PyTorchTensor' object has no attribute 'tensor'

I get the following error on running the example code. I am using the right version of Pytorch as required. Probably the PyTorch attack is being directed to the TensorFlow version somewhere.

Any help needed?

Hi guys, this initiative is really nice. Do you need any help writing it?

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