Class AutotunerBuilder

constructor

• new AutotunerBuilder(name, datasetType, algorithmType, measurementType): AutotunerBuilder

• Parameters

  • name: string
  • datasetType: string
  • algorithmType: string
  • measurementType: string

  Returns AutotunerBuilder

algorithms

algorithmType

autotunerAutotunerBuilder

configuration

datasetType

distanceMethod

measurementType

measurer

name

package

addAdaptiveAlg

• addAdaptiveAlg(id, targetMethod, templateName, provider): AutotunerBuilder

• Parameters

  • id: string
  • targetMethod: Method
  • templateName: string
  • provider: string

  Returns AutotunerBuilder

addAlgorithm

• addAlgorithm(algorithm, id?): AutotunerBuilder

• Adds a simple algorithm

  Parameters

  • algorithm:
        | string
        | Method
        | SimpleAlgorithm
        | AlgorithmWithKnob
  • Optionalid: string

  Returns AutotunerBuilder

addAlgorithmWithKnob

• addAlgorithmWithKnob(algorithm, id, configuration): AutotunerBuilder

• Adds an algorithm containing a knob

  Parameters

  • algorithm: string
  • id: string
  • configuration: Configuration

  Returns AutotunerBuilder

addGenerativeAlg

• addGenerativeAlg(id, $interface, templateName, provider, providerType, extraArg): AutotunerBuilder

• Parameters

  • id: string
  • $interface: Method
  • templateName: string
  • provider: string
  • providerType: string
  • extraArg: string

  Returns AutotunerBuilder

generate

• generate(packageName?): AutotunerClass

• Parameters

  • packageName: string = "kadabra.autotuner"

  Returns AutotunerClass

normalSampling

• normalSampling(): AutotunerBuilder

• Set the algorithms sampling in the order they are defined

  Returns AutotunerBuilder

pushAlgorithm

• pushAlgorithm(algorithm): AutotunerBuilder

• Parameters

  • algorithm: Algorithm

  Returns AutotunerBuilder

randomSampling

• randomSampling(): AutotunerBuilder

• Set the algorithms sampling in a random order

  Returns AutotunerBuilder

setMeasurer

• setMeasurer(measurer): AutotunerBuilder

• Define the code that provides a new algorithm measurer (e.g. weaver.kadabra.control...measurers.AvgLongMeasurer )

  Parameters

  • measurer: Measurer

  Returns AutotunerBuilder