PredictionEnginePool<TData,TPrediction> Class

Definition

Namespace:

Microsoft.Extensions.ML

Assembly:

Microsoft.Extensions.ML.dll

Package:

Microsoft.Extensions.ML v3.0.1

Provides a pool of PredictionEngine<TSrc,TDst> objects that can be used to make predictions.

public class PredictionEnginePool<TData,TPrediction> where TData : class where TPrediction : class, new()

type PredictionEnginePool<'Data, 'Prediction (requires 'Data : null and 'Prediction : null and 'Prediction : (new : unit -> 'Prediction))> = class

Public Class PredictionEnginePool(Of TData, TPrediction)

Type Parameters

TData

TPrediction

Inheritance

Object

PredictionEnginePool<TData,TPrediction>

Constructors

PredictionEnginePool<TData,TPrediction>(IServiceProvider, IOptions<MLOptions>, IOptionsFactory<PredictionEnginePoolOptions<TData,TPrediction>>)

Methods

GetModel()	Get the Model used to create the pooled PredictionEngine.
GetModel(String)	Get the Model used to create the pooled PredictionEngine.
GetPredictionEngine()	Gets a PredictionEngine that can be used to make predictions using TData and TPrediction.
GetPredictionEngine(String)	Gets a PredictionEngine for a named model.
ReturnPredictionEngine(PredictionEngine<TData,TPrediction>)	Returns a rented PredictionEngine to the pool.
ReturnPredictionEngine(String, PredictionEngine<TData,TPrediction>)	Returns a rented PredictionEngine to the pool.

Extension Methods

Predict<TData,TPrediction>(PredictionEnginePool<TData,TPrediction>, TData)	Run prediction pipeline on one example using a PredictionEngine from the pool.
Predict<TData,TPrediction>(PredictionEnginePool<TData,TPrediction>, String, TData)	Run prediction pipeline on one example using a PredictionEngine from the pool.