piyushghai commented on issue #11626: [MXNET-651] MXNet Model Backwards 
Compatibility Checker
URL: https://github.com/apache/incubator-mxnet/pull/11626#issuecomment-404268363
   @marcoabreu I totally agree with you. I'm currently working adding toy 
examples which use random weights on simple model architectures and run one 
epoch through them. 
   However, I also wanted to add practical real world models as use cases as 
well to this. The training time is not an overhead because of small sizes of 
datasets used and the number of epochs is also small (2 for now). 
   For both of these the goal remains the same : Verify the inference values 
and assert that they are same. 

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