wkcn commented on issue #19941:
URL: 
https://github.com/apache/incubator-mxnet/issues/19941#issuecomment-782773657


   Thank you for the report!
   
   I reproduce it on MXNet 2.0.
   
   It is an invalid input, and NumPy will raise an exception.
   ```python
   >>> np.take(a = np.ones(0), indices=np.array([3, 8, 19, 2]))
   Traceback (most recent call last):
     File "<stdin>", line 1, in <module>
     File "<__array_function__ internals>", line 5, in take
     File "/usr/lib/python3.9/site-packages/numpy/core/fromnumeric.py", line 
191, in take
       return _wrapfunc(a, 'take', indices, axis=axis, out=out, mode=mode)
     File "/usr/lib/python3.9/site-packages/numpy/core/fromnumeric.py", line 
58, in _wrapfunc
       return bound(*args, **kwds)
   IndexError: cannot do a non-empty take from an empty axes.
   ```
   
   However, the invalid input makes the program crash on MXNet.


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