PawelGlomski-Intel edited a comment on pull request #20292:
URL: https://github.com/apache/incubator-mxnet/pull/20292#issuecomment-923009647


   @szha The changes I made to the native convolution introduce a slight (~8% 
on my machine) drop in performance in its backward pass. Is the performance of 
native implementation crucial (backward pass in particular)? 
   Native 2D deconvolution seems to be slower after my changes too, but as it 
wasn't working properly (#11203), I am not sure if I can compare them 1:1.
   
   Also, are you aware why #20101 introduced 
[this](https://github.com/barry-jin/incubator-mxnet/blob/4006219d83d151a48707b2ad292d3579e52c1561/python/mxnet/ndarray/numpy_extension/_op.py#L616)
 assert?


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