Unverified Commit 30194529 authored by AUTOMATIC1111's avatar AUTOMATIC1111 Committed by GitHub
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Merge pull request #3803 from FlameLaw/master

Fixed proper dataset shuffling
parents 86e19fe8 a0a7024c
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+2 −2
Original line number Diff line number Diff line
@@ -86,12 +86,12 @@ class PersonalizedBase(Dataset):
        assert len(self.dataset) > 0, "No images have been found in the dataset."
        self.length = len(self.dataset) * repeats // batch_size

        self.initial_indexes = np.arange(len(self.dataset))
        self.dataset_length = len(self.dataset)
        self.indexes = None
        self.shuffle()

    def shuffle(self):
        self.indexes = self.initial_indexes[torch.randperm(self.initial_indexes.shape[0]).numpy()]
        self.indexes = np.random.permutation(self.dataset_length)

    def create_text(self, filename_text):
        text = random.choice(self.lines)