formath commented on issue #7942: Adam optimizer consistent with paper
URL: https://github.com/apache/incubator-mxnet/pull/7942#issuecomment-331061537
 
 
   In my use, namely training `field aware factorization machine` on 20 
millions features and billions instances, setting `rho` 0.999 really works. It 
could get an absolute 0.01 promotion on AUC. I don't know whether it works on 
cv or nlp tasks but giving user a chance could be useful. @sxjscience 
 
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