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Posted to issues@systemml.apache.org by "Matthias Boehm (JIRA)" <ji...@apache.org> on 2018/04/29 04:55:00 UTC

[jira] [Created] (SYSTEMML-2285) Sparsity estimators for matrix multiply chains

Matthias Boehm created SYSTEMML-2285:
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             Summary: Sparsity estimators for matrix multiply chains
                 Key: SYSTEMML-2285
                 URL: https://issues.apache.org/jira/browse/SYSTEMML-2285
             Project: SystemML
          Issue Type: Epic
            Reporter: Matthias Boehm


This epic aims to introduce a framework for different sparsity estimators for matrix multiplications and chains of matrix multiplications. These estimators are important for (1) advanced optimizers that depend on sparsity estimates, and (2) runtime operations in terms of effective output format choices and output preallocation. Initially, we will compare existing estimators and extend them as needed. 



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