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More than 30 earths could fit between the earth and the moon. Our elementary school models of the solar system really undersell how big space is. The problem is, space is too big and human …
If your Dataset class looks something like class MyDataset(Dataset): # ... boilerplate ... def __getitem__(self, idx): item = self.data[idx] return item['anchor'], item['positive'], item['negative'] your collate function should be def collate_fn(data): anchors, pos, neg = zip(*data) …
In God we trust. All others must bring data. ~ W. Edwards Deming Datasets that fit in memory For simple machine learning problems, your PyTorch dataset class probably looks something like this: class SimpleDataset(Dataset): def …