juliusshufan commented on issue #12591: USE_MKLDNN=1 is default in make build 
(mkldnn must be explicitly turned off)
URL: https://github.com/apache/incubator-mxnet/pull/12591#issuecomment-423889618
 
 
   ImageNet-1k training, we use the script under 
"example\image-classification", training executed on both GPU and CPU, with 
same hyper-parameters, without further tunings, training curses on GPU and CPU 
pretty aligned. The followings are corresponding to ResNet50 v1 and v2.
   
![image](https://user-images.githubusercontent.com/33112206/45940200-2b180300-c00a-11e8-9494-ad9244bd0c9c.png)
   
![image](https://user-images.githubusercontent.com/33112206/45940209-35d29800-c00a-11e8-9c51-22600603a9ca.png)
   
   

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