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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