Github user zhengruifeng commented on the issue:

    https://github.com/apache/spark/pull/22974
  
    Do you mean fail in this pr? It was caused by a non-registered filed 
`BDM[Double]`.
    `MultivariateGaussian` is used in GMM, kryo-registration should help 
performance.
    
    As to mllib-local's dependency, it is another thing: current 
kryo-regiestered classes, like 'ml.linalg.Vector', 'ml.linalg.Matrix', do not 
have kryo test in their testsuites.


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