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Posted to issues@systemml.apache.org by "Matthias Boehm (JIRA)" <ji...@apache.org> on 2016/10/07 02:51:20 UTC

[jira] [Assigned] (SYSTEMML-1014) Perftest: Multilogreg, L sparse, icpt=2 fails w/ allocation error

     [ https://issues.apache.org/jira/browse/SYSTEMML-1014?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Matthias Boehm reassigned SYSTEMML-1014:
----------------------------------------

    Assignee: Matthias Boehm

> Perftest: Multilogreg, L sparse, icpt=2  fails w/ allocation error
> ------------------------------------------------------------------
>
>                 Key: SYSTEMML-1014
>                 URL: https://issues.apache.org/jira/browse/SYSTEMML-1014
>             Project: SystemML
>          Issue Type: Bug
>            Reporter: Matthias Boehm
>            Assignee: Matthias Boehm
>            Priority: Blocker
>
> In a recent run of our perf test suite with newly generated input data, Mlogreg with icpt=2 over the 10Mx1K, sparse input data is failing with the following exceptions:
> {code}
> Caused by: org.apache.sysml.runtime.DMLRuntimeException: ERROR: Runtime error in program block generated from statement block between lines 115 and 122 -- Error evaluating instruction: CP°^2°X·MATRIX·DOUBLE°2·SCALAR·INT·true°_mVar31·MATRIX·DOUBLE
> 	at org.apache.sysml.runtime.controlprogram.ProgramBlock.executeSingleInstruction(ProgramBlock.java:335)
> 	at org.apache.sysml.runtime.controlprogram.ProgramBlock.executeInstructions(ProgramBlock.java:224)
> 	at org.apache.sysml.runtime.controlprogram.ProgramBlock.execute(ProgramBlock.java:168)
> 	at org.apache.sysml.runtime.controlprogram.Program.execute(Program.java:145)
> 	... 12 more
> Caused by: java.lang.RuntimeException: Dense in-memory matrix block (10000000x1001) exceeds supported size of 2147483647 elements (16GB). Please, reduce the JVM heapsize to execute this in MR.
> 	at org.apache.sysml.runtime.matrix.data.MatrixBlock.allocateDenseBlock(MatrixBlock.java:356)
> 	at org.apache.sysml.runtime.matrix.data.MatrixBlock.allocateDenseBlock(MatrixBlock.java:388)
> 	at org.apache.sysml.runtime.matrix.data.MatrixBlock.allocateDenseBlock(MatrixBlock.java:335)
> 	at org.apache.sysml.runtime.matrix.data.LibMatrixBincell.unsafeBinaryScalar(LibMatrixBincell.java:1046)
> 	at org.apache.sysml.runtime.matrix.data.LibMatrixBincell.bincellOp(LibMatrixBincell.java:98)
> 	at org.apache.sysml.runtime.matrix.data.MatrixBlock.scalarOperations(MatrixBlock.java:2781)
> 	at org.apache.sysml.runtime.instructions.cp.ScalarMatrixArithmeticCPInstruction.processInstruction(ScalarMatrixArithmeticCPInstruction.java:55)
> 	at org.apache.sysml.runtime.controlprogram.ProgramBlock.executeSingleInstruction(ProgramBlock.java:305)
> 	... 15 more
> {code}



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