[
https://issues.apache.org/jira/browse/SYSTEMML-383?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Matthias Boehm resolved SYSTEMML-383.
-------------------------------------
Resolution: Fixed
Fix Version/s: SystemML 0.11
> Compiler integration sparse matrix blocks
> -----------------------------------------
>
> Key: SYSTEMML-383
> URL: https://issues.apache.org/jira/browse/SYSTEMML-383
> Project: SystemML
> Issue Type: Task
> Reporter: Matthias Boehm
> Assignee: Matthias Boehm
> Fix For: SystemML 0.11
>
>
> Finally, we have to integrate the different types of sparse matrix blocks
> into our compiler. First, this requires a type-specific computation of memory
> estimates. Second, we need to define when and how the compiler/runtime
> decides for a certain sparse matrix format. Since CSR is memory-efficient and
> allows fast operations at the cost of slow incremental construction and
> updates, we intend to initially integrate a switch from MCSR to CSR into our
> checkpoint instructions (potentially with an extension for CP). This will
> already achieve the major benefits we expect for the Spark backend.
--
This message was sent by Atlassian JIRA
(v6.3.4#6332)
