org.apache.sysds.runtime.controlprogram.parfor.opt

## Class OptimizerHeuristic

- java.lang.Object
- - org.apache.sysds.runtime.controlprogram.parfor.opt.Optimizer
  - - org.apache.sysds.runtime.controlprogram.parfor.opt.OptimizerRuleBased
    - - org.apache.sysds.runtime.controlprogram.parfor.opt.OptimizerHeuristic

-     public class OptimizerHeuristic
      extends OptimizerRuleBased

  Heuristic ParFor Optimizer: This optimizer extends the rule-based optimizer by a time-based cost estimate for execution type decisions.

- - ### Nested Class Summary

    - ### Nested classes/interfaces inherited from class org.apache.sysds.runtime.controlprogram.parfor.opt.Optimizer

      `Optimizer.CostModelType, Optimizer.PlanInputType`

  - ### Field Summary

    Fields
    Modifier and Type | Field and Description
    --- | ---
    `static double` | `EXEC_TIME_THRESHOLD`

    - ### Fields inherited from class org.apache.sysds.runtime.controlprogram.parfor.opt.OptimizerRuleBased

      `ALLOW_REMOTE_NESTED_PARALLELISM, FUNCTION_UNFOLD_NAMEPREFIX, MAX_REPLICATION_FACTOR_EXPORT, MAX_REPLICATION_FACTOR_PARTITIONING, PAR_K_FACTOR, PAR_K_MR_FACTOR, PROB_SIZE_THRESHOLD_MB, PROB_SIZE_THRESHOLD_PARTITIONING, PROB_SIZE_THRESHOLD_REMOTE`

  - ### Constructor Summary

    Constructors
    Constructor and Description
    `OptimizerHeuristic()`

  - ### Method Summary

    All Methods Instance Methods Concrete Methods
    Modifier and Type | Method and Description
    --- | ---
    `Optimizer.CostModelType` | `getCostModelType()`
    `ParForProgramBlock.POptMode` | `getOptMode()`

    - ### Methods inherited from class org.apache.sysds.runtime.controlprogram.parfor.opt.OptimizerRuleBased

      `allowsBinaryCellPartitions, getPlanInputType, isInMemoryResultMerge, optimize, toMB`

    - ### Methods inherited from class org.apache.sysds.runtime.controlprogram.parfor.opt.Optimizer

      `getNumEvaluatedPlans, getNumTotalPlans`

    - ### Methods inherited from class java.lang.Object

      `equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait`

- - ### Field Detail

    - #### EXEC_TIME_THRESHOLD

          public static final double EXEC_TIME_THRESHOLD

      See Also:
        Constant Field Values

  - ### Constructor Detail

    - #### OptimizerHeuristic

          public OptimizerHeuristic()

  - ### Method Detail

    - #### getCostModelType

          public Optimizer.CostModelType getCostModelType()

      Overrides:
        `getCostModelType` in class `OptimizerRuleBased`

    - #### getOptMode

          public ParForProgramBlock.POptMode getOptMode()

      Overrides:
        `getOptMode` in class `OptimizerRuleBased`

Copyright © 2020 The Apache Software Foundation. All rights reserved.