[GitHub] safrooze commented on issue #12795: Deserialization problem with gluon `ValueError: There are multiple outputs with name ...`

[GitBox <gi...@apache.org>]

safrooze commented on issue #12795: Deserialization problem with gluon `ValueError: There are multiple outputs with name ...`
URL: https://github.com/apache/incubator-mxnet/issues/12795#issuecomment-429151434
 
 
   @lostella while the issue is being root caused,  one work around in this case would be to use different blocks with shared parameters:
   
   ```
   class MyBlock(mx.gluon.HybridBlock):
       def __init__(self):
           super().__init__()
           with self.name_scope():
               self.model0 = mx.gluon.nn.Dense(units=5)
               self.model1 = mx.gluon.nn.Dense(units=5, params=self.model0.collect_params())
   
       def hybrid_forward(self, F, x, y):
           return self.model0(x) + self.model1(y)
   ```

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