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DeepSpeedDataLoader currently has a length equal to the length of the dataset passed in. I made a small change such that its length is equal to the number of batches in the data loader (the same way it is done in pytorch).
An alternative change could be to set the length equal to
len(self.data)
afterself._create_dataloader()
is called.