caiqi opened a new issue #12619: Too large max depth value in 
_recursive_fork_recordio
URL: https://github.com/apache/incubator-mxnet/issues/12619
 
 
   It seems that 1000 is too large for _recursive_fork_recordio in 
   
https://github.com/apache/incubator-mxnet/blob/master/python/mxnet/gluon/data/dataloader.py#L178
   Even if len(obj.__dict__.items()) > 2, this function will be called by more 
than 2 ** 1000 times. 
   
   The following code in 
https://github.com/dmlc/gluon-cv/blob/master/scripts/detection/ssd/train_ssd.py#L96
  in gluon-cv will cause `RecursionError: maximum recursion depth exceeded in 
comparison` error on windows 10 with the latest build. I found that the reason 
is that there will be a HybridSequential object in the dataset object and the 
HybridSequential contains many children. This function is brought in commit 
#12554 .

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