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Dataset Indexing Issue #37

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ming024 opened this issue May 18, 2023 · 0 comments

ming024 commented May 18, 2023

In the data collator of AddLabelDataset

slue-toolkit/slue_toolkit/fairseq_addon/data/add_label_dataset.py

Lines 28 to 33 in ea0939b

    
           def collater(self, samples): 
        
               collated = self.dataset.collater(samples) 
        
               if len(collated) == 0: 
        
                   return collated 
        
               indices = set(collated["id"].tolist()) 
        
               target = torch.LongTensor([s["label"] for s in samples if s["id"] in indices])

If self.dataset.collater sort the collated data, target and collated will become mismatched.

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