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def prepare_data(self): | |
'''Prepares datasets. Called once per training execution | |
''' | |
self.train_loader, self.val_loader, self.test_loader = self.load_split_train_test() | |
def train_dataloader(self): | |
''' | |
Returns: | |
(torch.utils.data.DataLoader): Training set data loader | |
''' | |
return self.train_loader | |
def val_dataloader(self): | |
''' | |
Returns: | |
(torch.utils.data.DataLoader): Validation set data loader | |
''' | |
return self.val_loader | |
def test_dataloader(self): | |
''' | |
Returns: | |
(torch.utils.data.DataLoader): Testing set data loader | |
''' | |
return DataLoader(MNIST(os.getcwd(), train=False, download=False, transform=transform.ToTensor()), batch_size=128) | |
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