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Pipeline specpower

Description

Use SPECPower ssj 2008 data to train a power model by converting power to platform_power (acpi source) and ssj_ops to CPU time based on reference cycle count.

Components

  • Extractor: default

  • Isolator: min

  • AbsPower Trainers:

    • PolynomialRegressionTrainer
    • GradientBoostingRegressorTrainer
    • SGDRegressorTrainer
    • KNeighborsRegressorTrainer
    • LinearRegressionTrainer
    • SVRRegressorTrainer
    • XgboostFitTrainer
    • LogarithmicRegressionTrainer
    • LogisticRegressionTrainer
    • ExponentialRegressionTrainer

  • DynPower Trainers:

    (same as AbsPower Trainers)

Workload information

SPECPower

https://www.spec.org/power_ssj2008/