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From "Dylan Hutchison (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (SYSTEMML-1834) Fusion plan enumeration: short-circuit costing by upper bound
Date Wed, 09 Aug 2017 07:00:15 GMT

     [ https://issues.apache.org/jira/browse/SYSTEMML-1834?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Dylan Hutchison updated SYSTEMML-1834:
--------------------------------------
    Summary: Fusion plan enumeration: short-circuit costing by upper bound  (was: Codegen
plan enumeration: short-circuit costing by upper bound)

> Fusion plan enumeration: short-circuit costing by upper bound
> -------------------------------------------------------------
>
>                 Key: SYSTEMML-1834
>                 URL: https://issues.apache.org/jira/browse/SYSTEMML-1834
>             Project: SystemML
>          Issue Type: Improvement
>          Components: Compiler
>            Reporter: Dylan Hutchison
>            Assignee: Dylan Hutchison
>            Priority: Minor
>
> An intensive step during codegen is enumerating alternative ways to fuse Hops together.
 The search process during this step computes the cost of many alternative plans. We should
speed up the search process by stopping the costing process early when a cost exceeds that
of the best plan found so far (an upper bound on the best plan in the search space).
> Measurements show that ~90% of costed plans can be stopped early, at least for the StratStats
script. It is not clear how early the plans can be stopped, but there is a definite benefit
in search time (in seconds).



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