ZhennanQin commented on issue #12530: Implement mkldnn convolution fusion and 
quantization.
URL: https://github.com/apache/incubator-mxnet/pull/12530#issuecomment-424175202
 
 
   @marcoabreu Because for original convolution op, the newly created params 
doesn't be used. And for _sg_mkldnn_conv, it's an stateful op, so it doesn't 
rely on caching(not use caching mechanism).

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