sxjscience opened a new issue #18132:
URL: https://github.com/apache/incubator-mxnet/issues/18132


   Minimal reproducible example:
   
   ```python
   import mxnet as mx
   mx.npx.set_np()
   a = mx.np.ones((10, 10, 3))
   mx.np.split(a, 3, axis=-1)
   ```
   Error message
   ```
   MXNetError                                Traceback (most recent call last)
   <ipython-input-20-31fd4ac7e489> in <module>
   ----> 1 mx.np.split(a, 3, axis=-1)
   
   ~/mxnet/python/mxnet/numpy/multiarray.py in split(ary, indices_or_sections, 
axis)
      5835     [array([0., 1., 2.]), array([3., 4.]), array([5.]), array([6., 
7.]), array([])]
      5836     """
   -> 5837     return _mx_nd_np.split(ary, indices_or_sections, axis=axis)
      5838 
      5839 
   
   ~/mxnet/python/mxnet/ndarray/numpy/_op.py in split(ary, indices_or_sections, 
axis)
      3905     if isinstance(indices_or_sections, set):
      3906         indices_or_sections = list(indices_or_sections)
   -> 3907     return list(_api_internal.split(ary, indices_or_sections, axis))
      3908 # pylint: enable=redefined-outer-name
      3909 
   
   ~/mxnet/python/mxnet/_ffi/_ctypes/function.py in __call__(self, *args)
       113                 self.handle, values, tcodes, ctypes.c_int(num_args),
       114                 ctypes.byref(ret_val), ctypes.byref(ret_tcode)) != 0:
   --> 115             raise get_last_ffi_error()
       116         _ = temp_args
       117         _ = args
   
   MXNetError: Traceback (most recent call last):
     File "../include/mxnet/./tuple.h", line 245
   MXNetError: Check failed: i >= 0 && i < ndim(): index = -1 must be in range 
[0, 3)
   ```
   
   Just use numpy won't have any error.
   ```
   import numpy as np
   a = np.ones((10, 10, 3))
   np.split(a, 3, axis=-1)
   ```


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