this behavior of the `randint` operator seems weird. 

Why are we not mimicking the behavior of 
[`numpy.random.randint`](https://docs.scipy.org/doc/numpy-1.15.1/reference/generated/numpy.random.randint.html)
 function. Even pytorch's 
[`torch.randperm`](https://pytorch.org/docs/0.3.1/torch.html?highlight=torch%20random#torch.randperm)
 is defined similarly.

[ Full content available at: 
https://github.com/apache/incubator-mxnet/pull/12749 ]
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