zachgk commented on issue #16227: How to use a pre-trained model in model zoo 
as a sub-block in my own model? 
URL: 
https://github.com/apache/incubator-mxnet/issues/16227#issuecomment-533663914
 
 
   You should use Mymodel.name_scope() when defining the child blocks. Take a 
look at the documentation in 
http://beta.mxnet.io/api/gluon/mxnet.gluon.nn.Block.html. Also, use 
model.save_parameters as save_params is deprecated.

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