chinakook edited a comment on issue #13928: MXNet 1.5.0 is slower than 1.3.0 
when intputs are variant
URL: 
https://github.com/apache/incubator-mxnet/issues/13928#issuecomment-476959554
 
 
   Based on experience, you should use newer version of CUDA and CUDNN to get 
more performance. In my opinion, cuda 8.0 is obsoleted.
   ps: Dilated convolution is **not optimized in the old CUDNN version**( < 6.0 
or maybe 6.5 ) .

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