PruningNet is hard to train

[handsomeRobot]

I tried on my customer model, find it is really hard to train.

And another question, is PruningNet trusted to be a justified-evaluation-proxy during EA process?

[iamZe]

I tried on my data, the model fits training data well but cannot converge on val data, please help. @liuzechun