sxjscience opened a new issue #18878:
URL: https://github.com/apache/incubator-mxnet/issues/18878


   Minimal reproducible example:
   ```python
   
   import mxnet as mx
   from mxnet.gluon.nn import HybridBlock
   mx.npx.set_np()
   
   class Foo(HybridBlock):
       def hybrid_forward(self, F, x):
           return F.np.mean(x, keepdims=None)
   
   foo = Foo()
   foo.hybridize()
   out = foo(mx.np.ones((10, 10)))
   out.asnumpy()
   ```
   
   Output:
   ```
   MXNetError: MXNetError: Invalid Parameter format for keepdims expect boolean 
but value='None', in operator _npi_mean(name="", __profiler_scope__="foo0:", 
axis="None", keepdims="None")
   ```
   
   The root cause is that we should revise 
https://github.com/apache/incubator-mxnet/blob/dde635f8c7666e205816da8ca4e519d0d213523f/src/operator/numpy/np_broadcast_reduce_op.h#L43
 to use `dmlc::optional<bool>`.


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