lightingghost opened a new issue #10002: _backward_Convolution is 
   As I saw mxnet has `autograd` package to support high order gradients, I 
tried to implement wgan-gp with mxnet. But I got an error of 
   mxnet.base.MXNetError: [08:32:17] 
Operator _backward_Convolution is non-differentiable because it didn't register 
FGradient attribute.
   It seems convolution operator still does not support higher order gradients?

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