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Matthias Boehm reassigned SYSTEMML-1284: ---------------------------------------- Assignee: Matthias Boehm Fix Version/s: (was: SystemML 1.0) SystemML 0.14 > Code generation for operator fusion > ----------------------------------- > > Key: SYSTEMML-1284 > URL: https://issues.apache.org/jira/browse/SYSTEMML-1284 > Project: SystemML > Issue Type: Epic > Components: Compiler, Runtime > Reporter: Matthias Boehm > Assignee: Matthias Boehm > Fix For: SystemML 0.14 > > > This epic aims to introduce code generation capabilities for automatic > operator fusion, which helps to reduce the number of materialized > intermediates, reduce the number of input scans, exploit sparsity, and reduce > compute, while significantly reducing the development effort compared to > hand-coded fused operators. > For the 1.0 release, we will introduce code generation as an experimental > feature, covering an extended version of SPOOF's code generator as described > in the following paper: > T. Elgamal, S. Luo, M. Boehm, A. V. Evfimievski, S. Tatikonda, B. Reinwald, > P. Sen: SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale > Machine Learning, CIDR, 2017 > http://cidrdb.org/cidr2017/papers/p3-elgamal-cidr17.pdf -- This message was sent by Atlassian JIRA (v6.3.15#6346)