eric-haibin-lin opened a new issue #9881: Inconsistent weight decay logics in 
multiple optimizers
URL: https://github.com/apache/incubator-mxnet/issues/9881
 
 
   ### wd applied before clip_gradient by the optimizer
   - RMSProp
   - Adamax
   - Nadam
   - FTML
   
   ### wd applied after clip_gradient by the optimizer
   - SGD
   - Signum
   - LBSGD
   - DCASGD
   - NAG
   - SGLD
   - Adam
   
   ### wd applied after clip_gradient by the optimizer, and not used to update 
to states 
   - AdaDelta 
   - AdaGrad
   - Ftrl
   
   

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