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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def hard_reset(self):
 """Ignore roll over data and set to start."""

        if self.shuffle:
            self._shuffle_data()
        self.cursor = -self.batch_size
        self._cache_data = None
        self._cache_label = None