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https://issues.apache.org/jira/browse/SPARK-6685?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-6685:
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Target Version/s: 1.5.0 (was: 1.4.0)
> Use DSYRK to compute AtA in ALS
> -------------------------------
>
> Key: SPARK-6685
> URL: https://issues.apache.org/jira/browse/SPARK-6685
> Project: Spark
> Issue Type: Improvement
> Components: MLlib
> Reporter: Xiangrui Meng
> Assignee: Xiangrui Meng
> Priority: Minor
>
> Now we use DSPR to compute AtA in ALS, which is a Level 2 BLAS routine. We
> should switch to DSYRK to use native BLAS to accelerate the computation. The
> factors should remain dense vectors. And we can pre-allocate a buffer to
> stack vectors and do Level 3. This requires some benchmark to demonstrate the
> improvement.
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