Github user mengxr commented on a diff in the pull request:

    https://github.com/apache/spark/pull/8552#discussion_r38448241
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/param/shared/sharedParams.scala ---
    @@ -337,7 +337,7 @@ private[ml] trait HasStepSize extends Params {
        * Param for Step size to be used for each iteration of optimization..
        * @group param
        */
    -  final val stepSize: DoubleParam = new DoubleParam(this, "stepSize", 
"Step size to be used for each iteration of optimization.")
    +  final val stepSize: DoubleParam = new DoubleParam(this, "stepSize", 
"Step size to be used for each iteration of optimization.", 
ParamValidators.inRange(0, 1, lowerInclusive = false, upperInclusive = true))
    --- End diff --
    
    This is not necessary for convergence.


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