AutoMLExperimentExtension.SetPerformanceMonitor Method

Definition

Namespace:

Microsoft.ML.AutoML

Assembly:

Microsoft.ML.AutoML.dll

Package:

Microsoft.ML.AutoML v0.21.1

Overloads

SetPerformanceMonitor(AutoMLExperiment, Int32)	Set DefaultPerformanceMonitor as IPerformanceMonitor for AutoMLExperiment.
SetPerformanceMonitor<TPerformanceMonitor>(AutoMLExperiment)	Set a custom performance monitor as IPerformanceMonitor for AutoMLExperiment.
SetPerformanceMonitor<TPerformanceMonitor>(AutoMLExperiment, Func<IServiceProvider,TPerformanceMonitor>)	Set a custom performance monitor as IPerformanceMonitor for AutoMLExperiment.

SetPerformanceMonitor(AutoMLExperiment, Int32)

Set DefaultPerformanceMonitor as IPerformanceMonitor for AutoMLExperiment.

public static Microsoft.ML.AutoML.AutoMLExperiment SetPerformanceMonitor (this Microsoft.ML.AutoML.AutoMLExperiment experiment, int checkIntervalInMilliseconds = 1000);

static member SetPerformanceMonitor : Microsoft.ML.AutoML.AutoMLExperiment * int -> Microsoft.ML.AutoML.AutoMLExperiment

<Extension()>
Public Function SetPerformanceMonitor (experiment As AutoMLExperiment, Optional checkIntervalInMilliseconds As Integer = 1000) As AutoMLExperiment

Parameters

experiment

AutoMLExperiment

AutoMLExperiment

checkIntervalInMilliseconds

Int32

the interval in milliseconds for DefaultPerformanceMonitor to sample TrialPerformanceMetrics

Returns

AutoMLExperiment

SetPerformanceMonitor<TPerformanceMonitor>(AutoMLExperiment)

Set a custom performance monitor as IPerformanceMonitor for AutoMLExperiment.

public static Microsoft.ML.AutoML.AutoMLExperiment SetPerformanceMonitor<TPerformanceMonitor> (this Microsoft.ML.AutoML.AutoMLExperiment experiment) where TPerformanceMonitor : class, Microsoft.ML.AutoML.IPerformanceMonitor;

static member SetPerformanceMonitor : Microsoft.ML.AutoML.AutoMLExperiment -> Microsoft.ML.AutoML.AutoMLExperiment (requires 'PerformanceMonitor : null and 'PerformanceMonitor :> Microsoft.ML.AutoML.IPerformanceMonitor)

<Extension()>
Public Function SetPerformanceMonitor(Of TPerformanceMonitor As {Class, IPerformanceMonitor}) (experiment As AutoMLExperiment) As AutoMLExperiment

Type Parameters

TPerformanceMonitor

Parameters

experiment

AutoMLExperiment

AutoMLExperiment

Returns

AutoMLExperiment

SetPerformanceMonitor<TPerformanceMonitor>(AutoMLExperiment, Func<IServiceProvider,TPerformanceMonitor>)

Set a custom performance monitor as IPerformanceMonitor for AutoMLExperiment.

public static Microsoft.ML.AutoML.AutoMLExperiment SetPerformanceMonitor<TPerformanceMonitor> (this Microsoft.ML.AutoML.AutoMLExperiment experiment, Func<IServiceProvider,TPerformanceMonitor> factory) where TPerformanceMonitor : class, Microsoft.ML.AutoML.IPerformanceMonitor;

static member SetPerformanceMonitor : Microsoft.ML.AutoML.AutoMLExperiment * Func<IServiceProvider, 'PerformanceMonitor (requires 'PerformanceMonitor : null and 'PerformanceMonitor :> Microsoft.ML.AutoML.IPerformanceMonitor)> -> Microsoft.ML.AutoML.AutoMLExperiment (requires 'PerformanceMonitor : null and 'PerformanceMonitor :> Microsoft.ML.AutoML.IPerformanceMonitor)

<Extension()>
Public Function SetPerformanceMonitor(Of TPerformanceMonitor As {Class, IPerformanceMonitor}) (experiment As AutoMLExperiment, factory As Func(Of IServiceProvider, TPerformanceMonitor)) As AutoMLExperiment

Type Parameters

TPerformanceMonitor

Parameters

experiment

AutoMLExperiment

AutoMLExperiment

factory

Func<IServiceProvider,TPerformanceMonitor>

Returns

AutoMLExperiment