TristonC edited a comment on issue #19941:
URL: 
https://github.com/apache/incubator-mxnet/issues/19941#issuecomment-786192874


   I guess that clip should also work (by design) too for this corner case as 
it should raise the error.
   Numpy shows this error message for clip mode:
   ```
   Traceback (most recent call last):
     File "<stdin>", line 1, in <module>
     File "<__array_function__ internals>", line 6, in take
     File 
"/home/tristonc/anaconda3/lib/python3.7/site-packages/numpy/core/fromnumeric.py",
 line 194, in take
       return _wrapfunc(a, 'take', indices, axis=axis, out=out, mode=mode)
     File 
"/home/tristonc/anaconda3/lib/python3.7/site-packages/numpy/core/fromnumeric.py",
 line 61, in _wrapfunc
       return bound(*args, **kwds)
   IndexError: cannot do a non-empty take from an empty axes.


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