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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