bgawrych opened a new pull request #18996:
URL: https://github.com/apache/incubator-mxnet/pull/18996


   ## Description ##
   
   ## Checklist ##
   ### Essentials ###
   Please feel free to remove inapplicable items for your PR.
   - [x] Changes are complete (i.e. I finished coding on this PR)
   - [x] All changes have test coverage:
   - Unit tests are added for small changes to verify correctness (e.g. adding 
a new operator)
   - [x] To the best of my knowledge, examples are either not affected by this 
change, or have been fixed to be compatible with this change
   
   
   ## Comments ##
   
   In numpy mode everything works fine.
   NDArray mode throws:
   
   ```
     File "leaky.py", line 5, in <module>
       b = mx.ndarray.LeakyReLU(input)
     File "<string>", line 72, in LeakyReLU
     File 
"/home/wihajster/Desktop/incubator-mxnet/python/mxnet/_ctypes/ndarray.py", line 
82, in _imperative_invoke
       check_call(_LIB.MXImperativeInvokeEx(
     File "/home/wihajster/Desktop/incubator-mxnet/python/mxnet/base.py", line 
246, in check_call
       raise get_last_ffi_error()
   mxnet.base.MXNetError: Traceback (most recent call last):
     File "../src/imperative/imperative.cc", line 678
   MXNetError: Check failed: shape_is_known(arr.shape()):
   ```
   
   I think this is correct behavior, as legacy mode doesn’t let empty arrays.
   


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