Ryan Leeeeee

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![image](https://user-images.githubusercontent.com/24248534/40780064-18192374-64cf-11e8-9039-8e50110095c5.png) Hi, I have changed margin to 0.3. As shown in the figure, there are always some validation losss = 0.3. Do you know why?

@Ao-Lee Yeah, I have frozen all the layers except last 2 layer. But no matter what the learning rate is, it is still weird that few epochs have their validation...