From 6548dcd66e9f59f541310101a3f0aa911c0312ae Mon Sep 17 00:00:00 2001
From: Yao Zhang <psyyz10@nottingham.ac.uk>
Date: Mon, 8 May 2017 16:26:52 +0800
Subject: [PATCH] Support layerwise, weight-bias separated and multiple sorts
 (L1, L2 and others) of regularization (#714)

* make linear layerwise regurization work

* add regularizer option to layers with weights

fix a bug

* new version

* include accRegularization in  accGradparameters

* meet code review

* add layerwise regualrization performance tests

* fix to meet code review

* make Regularizer.isRegularized private and optimize L1 regularization implementation

* fix jenkins tests failed

* change l1 implementation

* improve layerwise regularization performance test

* improve layerwise regularization performance test

* delete layerwise regularization perform test