sxjscience commented on issue #9872: A bug in an example in the python API 
document
URL: 
https://github.com/apache/incubator-mxnet/issues/9872#issuecomment-368107374
 
 
   The gradient should be ograd * layer_grad and should be correct. `dy` means 
the gradient passed by the next layer and should be multiplied to `y * (1-y)`

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