Kousuke Saruta 3267b17713 [SPARK-35530][ML][TESTS] Fix rounding error in DifferentiableLossAggregatorSuite with Java 11 ... ### What changes were proposed in this pull request? This PR fixes an test failure of `DifferentiableLossAggregatorSuite` with Java 11. ### Why are the changes needed? I'm personally checking whether all the tests pass with Java 11 for the current master and I found DifferentiableLossAggregatorSuite fails. https://github.com/sarutak/spark/runs/2661859541?check_suite_focus=true#step:9:13895 The reason seems that the implementation of Blas.daxpy is different between for Java 8 and Java 11. For Java 11, `Math.fma` is used. https://github.com/luhenry/netlib/blob/v2.2.0/blas/src/main/java/dev/ludovic/netlib/blas/Java8BLAS.java#L92 0053ea30b1/blas/src/main/java/dev/ludovic/netlib/blas/Java11BLAS.java (L40) To remove the rounding error, this PR changes `TestAggregator.add` with fma. ### Does this PR introduce _any_ user-facing change? No. ### How was this patch tested? I confirmed `DifferentiableLossAggregatorSuite` passes with both Java 8 and Java 11. Closes #32673 from sarutak/fix-rounding-error. Authored-by: Kousuke Saruta <sarutak@oss.nttdata.com> Signed-off-by: Hyukjin Kwon <gurwls223@apache.org>		2021-05-28 11:39:24 +09:00
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benchmarks	[SPARK-34950][TESTS] Update benchmark results to the ones created by GitHub Actions machines	2021-04-03 23:02:56 +03:00
src	[SPARK-35530][ML][TESTS] Fix rounding error in DifferentiableLossAggregatorSuite with Java 11	2021-05-28 11:39:24 +09:00
pom.xml	[SPARK-35295][ML] Replace fully com.github.fommil.netlib by dev.ludovic.netlib:2.0	2021-05-12 08:59:36 -05:00