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[SPARK-31454][ML] An optimized K-Means based on DenseMatrix and GEMM #28229

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[SPARK-31454][ML] An optimized K-Means based on DenseMatrix and GEMM #28229
xwu-intel wants to merge 10 commits into
apache:masterfrom
xwu-intel:kmeans-matrix-impl

sums points around best center by adding values directly to avoid cop…

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