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Update adv_image.py #50

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11 changes: 10 additions & 1 deletion deepsecure/adv_image.py
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Original file line number Diff line number Diff line change
Expand Up @@ -70,12 +70,21 @@ def train(self, train_dataloader, epochs):
lr=0.00001)
loss_adv_sum = 0
self.ite = epoch

# Iterate over the training data loader
for i, data in enumerate(train_dataloader, start=0):
# Unpack the current batch of images and labels
images, labels = data

# Move the images and labels to the specified device (e.g., GPU or CPU)
images, labels = images.to(self.device), labels.to(self.device)


# Perform training for the current batch and obtain adversarial loss and adversarial images
loss_adv_batch, adv_img = self.train_batch(images)

# Accumulate the adversarial loss over all batches
loss_adv_sum += loss_adv_batch



# print statistics
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