PlanSelection (Apache SystemDS 3.0.0 API)

java.lang.Object
- org.apache.sysds.hops.codegen.opt.PlanSelection

Direct Known Subclasses:

PlanSelectionFuseAll, PlanSelectionFuseCostBased, PlanSelectionFuseCostBasedV2, PlanSelectionFuseNoRedundancy
```
public abstract class PlanSelection
extends Object
```

Nested Class Summary

Nested Classes
Modifier and Type Class Description

static class PlanSelection.VisitMarkCost

Constructor Summary

Constructors
Constructor Description

PlanSelection()

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method	Description
`abstract void`	`selectPlans(CPlanMemoTable memo, ArrayList<Hop> roots)`	Given a HOP DAG G, and a set of partial fusions plans P, find the set of optimal, non-conflicting fusion plans P' that applied to G minimizes costs C with P' = \argmin_{p \subseteq P} C(G, p) s.t.

Methods inherited from class java.lang.Object
equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Constructor Detail
  - PlanSelection
```
public PlanSelection()
```
- Method Detail
  - selectPlans
```
public abstract void selectPlans(CPlanMemoTable memo,
                                 ArrayList<Hop> roots)
```
    Given a HOP DAG G, and a set of partial fusions plans P, find the set of optimal, non-conflicting fusion plans P' that applied to G minimizes costs C with P' = \argmin_{p \subseteq P} C(G, p) s.t. Z \vDash p, where Z is a set of constraints such as memory budgets and block size restrictions per fused operator.
    
    Parameters:
    
    memo - partial fusion plans P
    
    roots - entry points of HOP DAG G