@zhreshold Sorry, I don't understand why delete these lines, if delete, the 
recursive mechanism will not work? I do not use the ``RecordFiles``, just the 
images download by script ``gluoncv/datasets/mscoco.py``. By the way, I find 
trouble always occur with coco but not voc, I doubt when image files up to a 
certain amount(just like coco), the multiprocess in dataloader will not work 
well(just like pytorch), it will become more aggressive. At last, thanks your 
reply and awesome job ^_^.

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