c
com.microsoft.azure.synapse.ml.lightgbm
InstrumentationMeasures
Companion object InstrumentationMeasures
class InstrumentationMeasures extends Serializable
Class for encapsulating performance instrumentation measures of overall training.
Linear Supertypes
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- InstrumentationMeasures
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Instance Constructors
- new InstrumentationMeasures()
Value Members
- def columnStatisticsTime(): Long
- def getTaskMeasures: Seq[TaskInstrumentationMeasures]
- def markColumnStatisticsStart(): Unit
- def markColumnStatisticsStop(): Unit
- def markExecutionEnd(): Unit
- def markRowCountsStart(): Unit
- def markRowCountsStop(): Unit
- def markRowStatisticsStart(): Unit
- def markRowStatisticsStop(): Unit
- def markSamplingStart(): Unit
- def markSamplingStop(): Unit
- def markTrainingStart(): Unit
- def markTrainingStop(): Unit
- def markValidDataCollectionStart(): Unit
- def markValidDataCollectionStop(): Unit
- def overheadTime: Long
- def rowCountTime(): Long
- def rowStatisticsTime(): Long
- def samplingTime(): Long
- def setTaskMeasures(taskStats: Seq[TaskInstrumentationMeasures]): Unit
- def taskCleanupTimes(): Seq[Long]
- def taskDataPreparationTimes(): Seq[Long]
- def taskDatasetCreationTimes(): Seq[Long]
- def taskInitializationTimes(): Seq[Long]
- def taskLibraryInitializationTimes(): Seq[Long]
- def taskNetworkInitializationTimes(): Seq[Long]
- def taskOverheadTimes(): Seq[Long]
- def taskTotalTimes(): Seq[Long]
- def taskTrainingIterationTimes(): Seq[Long]
- def taskValidDatasetCreationTimes(): Seq[Long]
- def taskWaitTimes(): Seq[Long]
- def totalTime: Long
- def trainingTime(): Long
- def validationDataCollectionTime(): Long