Interesting. I looked into the ConvNdBackwards and I don’t think it can’t be called the same way ConvNd can be from python (it wasn’t implemented to be able to be called from Python). My apologies for misleading you.
You might be able to call it through C++ by playing around with aten (source for backwards convolution here 23), but there isn’t an easier way to do this right now.