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Why is shuffle set to False for the train OOD dataloader? #29

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utkutpcgl opened this issue Jan 2, 2023 · 1 comment
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Why is shuffle set to False for the train OOD dataloader? #29

utkutpcgl opened this issue Jan 2, 2023 · 1 comment

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@utkutpcgl
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Thanks for the contribution.

Why didn't you shuffle the OOD dataset to induce randomness?

energy_ood/CIFAR/train.py

Line 106 in 77f3c09

train_loader_out = torch.utils.data.DataLoader(

Instead, randomness is induced by changing the dataset offset, why is that?

energy_ood/CIFAR/train.py

Line 177 in 77f3c09

train_loader_out.dataset.offset = np.random.randint(len(train_loader_out.dataset))

@wetliu
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wetliu commented Jan 2, 2023

#2

@wetliu wetliu closed this as completed Jan 2, 2023
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@wetliu @utkutpcgl