eric-haibin-lin commented on issue #17728: Poor performance when we use 
mx.symbol.Variable(..,..,stype="row-sparse") to define the variable
URL: 
https://github.com/apache/incubator-mxnet/issues/17728#issuecomment-593719010
 
 
   Yes, if you look at the Adam optimization algorithm, zero grad does not lead 
to zero update. But SGD and Adagrad does. 

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