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Posted to issues@systemml.apache.org by "Berthold Reinwald (JIRA)" <ji...@apache.org> on 2017/12/21 06:05:03 UTC
[jira] [Updated] (SYSTEMML-1434) Generalize Binary Operations to
(vector, matrix) Operands
[ https://issues.apache.org/jira/browse/SYSTEMML-1434?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Berthold Reinwald updated SYSTEMML-1434:
----------------------------------------
Fix Version/s: (was: SystemML 1.0)
SystemML 1.1
> Generalize Binary Operations to (vector, matrix) Operands
> ---------------------------------------------------------
>
> Key: SYSTEMML-1434
> URL: https://issues.apache.org/jira/browse/SYSTEMML-1434
> Project: SystemML
> Issue Type: Task
> Reporter: Mike Dusenberry
> Fix For: SystemML 1.1
>
> Attachments: broadcasting_test.dml
>
>
> Currently, our engine supports matrix-vector binary operations. For example, we make use of broadcasting to allow for binary operations between matrices and vectors that have a common size in each the row or column dimension. However, we do not support vector-matrix binary operations.
> Works correctly --> op(matrix, vector):
> {code}
> a = rand(rows=4, cols=16)
> b = rand(rows=1, cols=16)
> out = a * b
> print(toString(out))
> {code}
> Fails --> op(vector, matrix):
> {code}
> a = rand(rows=4, cols=16)
> b = rand(rows=1, cols=16)
> out = b * a
> print(toString(out))
> {code}
> {code}
> org.apache.sysml.parser.LanguageException: Invalid Parameters : ERROR: tests/broadcasting_test.dml -- line 4, column 7 -- Mismatch in dimensions for operation (b MULT a)
> at org.apache.sysml.parser.Expression.raiseValidateError(Expression.java:549)
> at org.apache.sysml.parser.BinaryExpression.checkAndSetDimensions(BinaryExpression.java:188)
> at org.apache.sysml.parser.BinaryExpression.validateExpression(BinaryExpression.java:141)
> at org.apache.sysml.parser.StatementBlock.validate(StatementBlock.java:592)
> at org.apache.sysml.parser.DMLTranslator.validateParseTree(DMLTranslator.java:141)
> at org.apache.sysml.api.DMLScript.execute(DMLScript.java:588)
> at org.apache.sysml.api.DMLScript.executeScript(DMLScript.java:350)
> at org.apache.sysml.api.DMLScript.main(DMLScript.java:211)
> Exception in thread "main" org.apache.sysml.api.DMLException: org.apache.sysml.parser.LanguageException: Invalid Parameters : ERROR: tests/broadcasting_test.dml -- line 4, column 7 -- Mismatch in dimensions for operation (b MULT a)
> at org.apache.sysml.api.DMLScript.executeScript(DMLScript.java:364)
> at org.apache.sysml.api.DMLScript.main(DMLScript.java:211)
> Caused by: org.apache.sysml.parser.LanguageException: Invalid Parameters : ERROR: tests/broadcasting_test.dml -- line 4, column 7 -- Mismatch in dimensions for operation (b MULT a)
> at org.apache.sysml.parser.Expression.raiseValidateError(Expression.java:549)
> at org.apache.sysml.parser.BinaryExpression.checkAndSetDimensions(BinaryExpression.java:188)
> at org.apache.sysml.parser.BinaryExpression.validateExpression(BinaryExpression.java:141)
> at org.apache.sysml.parser.StatementBlock.validate(StatementBlock.java:592)
> at org.apache.sysml.parser.DMLTranslator.validateParseTree(DMLTranslator.java:141)
> at org.apache.sysml.api.DMLScript.execute(DMLScript.java:588)
> at org.apache.sysml.api.DMLScript.executeScript(DMLScript.java:350)
> ... 1 more
> {code}
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