xingzhaoo opened a new issue #7313: Validation Accuracy does not grow and stay 
in constant, running alexnet on ImageNet1k 
URL: https://github.com/apache/incubator-mxnet/issues/7313
 
 
   I set exact same initial setting as alexnet paper suggested and ran alexnet 
on 1 machine in CPU only mode (kvstore='none'). The dataset is ImageNet1k 
(size=24G). But the val accuracy stays constant after 20 Epochs.   
   Does anyone have any suggestion why the val accuracy does not grow for 
Alexnet?
   
   
![image](https://user-images.githubusercontent.com/15624862/28884313-5df8a146-777f-11e7-8f8b-6720970a073c.png)
   
 
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