Thanks for submitting the issue @kjchalup 
The reason why it uses floating point is that the label value could be 
generated by the regression, e.g. 68.6 kg for a human body weight.
There is a [page](https://mxnet.incubator.apache.org/tutorials/basic/data.html) 
that uses im2rec with real data.
I did some experiments to change the code from %f to %d and it works with 
ImageRecordIter.
Could you provide some reproducible code for me?
I would update the documentation as well.


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