95 references to CreatePredictionEngine
Microsoft.Extensions.ML (1)
PredictionEnginePoolPolicy.cs (1)
37
_mlContext.Model.
CreatePredictionEngine
<TData, TPrediction>(_model);
Microsoft.Extensions.ML.Tests (1)
FileLoaderTests.cs (1)
52
var engine = context.Model.
CreatePredictionEngine
<SentimentData, SentimentPrediction>(model);
Microsoft.ML.AutoML.Samples (5)
AutoFit\BinaryClassificationExperiment.cs (1)
48
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<SentimentIssue, SentimentPrediction>(bestRun.Model);
AutoFit\MulticlassClassificationExperiment.cs (1)
49
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<PixelData, PixelPrediction>(bestRun.Model);
AutoFit\RankingExperiment.cs (1)
56
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<SearchData, SearchDataPrediction>(bestRun.Model);
AutoFit\RecommendationExperiment.cs (1)
60
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<Movie, MovieRatingPrediction>(bestRun.Model);
AutoFit\RegressionExperiment.cs (1)
49
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TaxiTrip, TaxiTripFarePrediction>(bestRun.Model);
Microsoft.ML.Core.Tests (2)
UnitTests\TestCustomTypeRegister.cs (2)
205
var engine = ML.Model.
CreatePredictionEngine
<AlienHero, SuperAlienHero>(modelForPrediction);
228
var engine = ML.Model.
CreatePredictionEngine
<AlienHero, SuperAlienHero>(trainedModel);
Microsoft.ML.IntegrationTests (15)
ModelFiles.cs (3)
115
var originalPredictionEngine = mlContext.Model.
CreatePredictionEngine
<HousingRegression, ScoreColumn>(model);
116
var serializedPredictionEngine = mlContext.Model.
CreatePredictionEngine
<HousingRegression, ScoreColumn>(serializedModel);
251
var model = mlContext.Model.
CreatePredictionEngine
<ModelInput, ModelOutput>(trainedModel, inputSchemaDefinition: inputSchemaDefinition);
ONNX.cs (6)
64
var originalPredictionEngine = mlContext.Model.
CreatePredictionEngine
<HousingRegression, ScoreColumn>(model);
65
var onnxPredictionEngine = mlContext.Model.
CreatePredictionEngine
<HousingRegression, VectorScoreColumn>(onnxModel);
115
var originalPredictionEngine = mlContext.Model.
CreatePredictionEngine
<HousingRegression, VectorScoreColumn>(model);
117
var onnxPredictionEngine = mlContext.Model.
CreatePredictionEngine
<HousingRegression, VectorScoreColumn>(onnxWorkaroundPipeline);
162
var originalPredictionEngine = mlContext.Model.
CreatePredictionEngine
<HousingRegression, ScoreColumn>(model);
164
var onnxPredictionEngine = mlContext.Model.
CreatePredictionEngine
<HousingRegression, VectorScoreColumn>(onnxModel);
Prediction.cs (4)
57
var engine = mlContext.Model.
CreatePredictionEngine
<TweetSentiment, Prediction>(model);
70
var newEngine = mlContext.Model.
CreatePredictionEngine
<TweetSentiment, Prediction>(newModel);
89
var engine = mlContext.Model.
CreatePredictionEngine
<TypeTestData, Prediction>(model);
94
var newEngine = mlContext.Model.
CreatePredictionEngine
<TypeTestData, Prediction>(newModel);
SchemaDefinitionTests.cs (2)
46
var engine1 = _ml.Model.
CreatePredictionEngine
<InputData, OutputData>(model1, outputSchemaDefinition: outputSchemaDefinition);
50
var engine2 = _ml.Model.
CreatePredictionEngine
<InputData, OutputData>(model2, outputSchemaDefinition: outputSchemaDefinition);
Microsoft.ML.OnnxTransformerTest (1)
DnnImageFeaturizerTest.cs (1)
240
var predEngine = ML.Model.
CreatePredictionEngine
<ModelInput, ModelOutput>(loadedModel);
Microsoft.ML.PerformanceTests (6)
PredictionEngineBench.cs (3)
64
_irisModel = env.Model.
CreatePredictionEngine
<IrisData, IrisPrediction>(model);
99
_sentimentModel = mlContext.Model.
CreatePredictionEngine
<SentimentData, SentimentPrediction>(model);
133
_breastCancerModel = env.Model.
CreatePredictionEngine
<BreastCancerData, BreastCancerPrediction>(model);
StochasticDualCoordinateAscentClassifierBench.cs (1)
127
_predictionEngine = _mlContext.Model.
CreatePredictionEngine
<IrisData, IrisPrediction>(_trainedModel);
TextPredictionEngineCreation.cs (2)
49
return _context.Model.
CreatePredictionEngine
<SentimentData, SentimentPrediction>(_trainedModel);
55
return _context.Model.
CreatePredictionEngine
<SentimentData, SentimentPrediction>(_trainedModelOldFormat);
Microsoft.ML.Samples (26)
Dynamic\ModelOperations\SaveLoadModel.cs (1)
40
.
CreatePredictionEngine
<Data, Transformation>(model);
Dynamic\ModelOperations\SaveLoadModelFile.cs (1)
39
.
CreatePredictionEngine
<Data, Transformation>(model);
Dynamic\TensorFlow\TextClassification.cs (1)
119
var engine = mlContext.Model.
CreatePredictionEngine
<IMDBSentiment,
Dynamic\Trainers\BinaryClassification\FieldAwareFactorizationMachine.cs (1)
81
.
CreatePredictionEngine
<DataPoint, Result>(model);
Dynamic\Trainers\BinaryClassification\FieldAwareFactorizationMachineWithOptions.cs (1)
92
.
CreatePredictionEngine
<DataPoint, Result>(model);
Dynamic\Trainers\MulticlassClassification\ImageClassification\ImageClassificationDefault.cs (1)
131
.
CreatePredictionEngine
<InMemoryImageData,
Dynamic\Trainers\MulticlassClassification\ImageClassification\LearningRateSchedulingCifarResnetTransferLearning.cs (1)
157
.
CreatePredictionEngine
<InMemoryImageData,
Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningEarlyStopping.cs (1)
153
.
CreatePredictionEngine
<ImageData, ImagePrediction>(trainedModel);
Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningTrainTestSplit.cs (1)
140
.
CreatePredictionEngine
<InMemoryImageData,
Dynamic\Transforms\CalculateFeatureContribution.cs (1)
62
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<Data,
Dynamic\Transforms\CalculateFeatureContributionCalibrated.cs (1)
64
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<Data,
Dynamic\Transforms\CustomMappingWithInMemoryCustomType.cs (1)
49
var engine = mlContext.Model.
CreatePredictionEngine
<AlienHero,
Dynamic\Transforms\Text\ApplyCustomWordEmbedding.cs (1)
58
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\ApplyWordEmbedding.cs (1)
48
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\FeaturizeText.cs (1)
61
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\FeaturizeTextWithOptions.cs (1)
79
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\LatentDirichletAllocation.cs (1)
55
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\NormalizeText.cs (1)
37
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\ProduceHashedNgrams.cs (1)
61
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\ProduceHashedWordBags.cs (1)
60
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\ProduceNgrams.cs (1)
69
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\ProduceWordBags.cs (1)
66
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\RemoveDefaultStopWords.cs (1)
41
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\RemoveStopWords.cs (1)
40
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\TokenizeIntoCharactersAsKeys.cs (1)
39
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Dynamic\Transforms\Text\TokenizeIntoWords.cs (1)
37
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData,
Microsoft.ML.Samples.GPU (5)
docs\samples\Microsoft.ML.Samples\Dynamic\TensorFlow\TextClassification.cs (1)
119
var engine = mlContext.Model.
CreatePredictionEngine
<IMDBSentiment,
docs\samples\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\ImageClassificationDefault.cs (1)
131
.
CreatePredictionEngine
<InMemoryImageData,
docs\samples\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\LearningRateSchedulingCifarResnetTransferLearning.cs (1)
157
.
CreatePredictionEngine
<InMemoryImageData,
docs\samples\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningEarlyStopping.cs (1)
153
.
CreatePredictionEngine
<ImageData, ImagePrediction>(trainedModel);
docs\samples\Microsoft.ML.Samples\Dynamic\Trainers\MulticlassClassification\ImageClassification\ResnetV2101TransferLearningTrainTestSplit.cs (1)
140
.
CreatePredictionEngine
<InMemoryImageData,
Microsoft.ML.TensorFlow.Tests (11)
TensorflowTests.cs (11)
164
var predictFunction = _mlContext.Model.
CreatePredictionEngine
<CifarData, CifarPrediction>(transformer);
682
var predictFunction = _mlContext.Model.
CreatePredictionEngine
<MNISTData, MNISTPrediction>(trainedModel);
856
var predictFunction = _mlContext.Model.
CreatePredictionEngine
<MNISTData, MNISTPrediction>(trainedModel);
908
var predictFunction = _mlContext.Model.
CreatePredictionEngine
<MNISTData, MNISTPrediction>(trainedModel);
1175
var predictFunction = _mlContext.Model.
CreatePredictionEngine
<CifarData, CifarPrediction>(transformer);
1196
var testPredictFunction = _mlContext.Model.
CreatePredictionEngine
<CifarData, CifarPrediction>(testTransformer);
1292
using var tfEnginePipe = _mlContext.Model.
CreatePredictionEngine
<TensorFlowSentiment, TensorFlowSentiment>(pipelineModel);
1352
var transformer = _mlContext.Model.
CreatePredictionEngine
<TextInput, TextOutput>(pipeline.Fit(dataview));
1382
var transformer = _mlContext.Model.
CreatePredictionEngine
<PrimitiveInput, PrimitiveOutput>(pipeline.Fit(dataview));
1546
.
CreatePredictionEngine
<ImageData, ImagePrediction>(loadedModel);
1705
.
CreatePredictionEngine
<ImageData, ImagePrediction>(loadedModel);
Microsoft.ML.Tests (22)
DatabaseLoaderTests.cs (5)
75
var engine = mlContext.Model.
CreatePredictionEngine
<IrisData, IrisPrediction>(model);
111
var engine = mlContext.Model.
CreatePredictionEngine
<IrisData, IrisPrediction>(model);
147
var engine = mlContext.Model.
CreatePredictionEngine
<IrisVectorData, IrisPrediction>(model);
179
var engine = mlContext.Model.
CreatePredictionEngine
<IrisVectorData, IrisPrediction>(model);
211
var engine = mlContext.Model.
CreatePredictionEngine
<IrisData, IrisPrediction>(model);
ImagesTests.cs (2)
276
var engine = ML.Model.
CreatePredictionEngine
<ImageDataPoint, ImageDataPoint>(model);
1195
var predEngine = mlContext.Model.
CreatePredictionEngine
<InMemoryImage, InMemoryImageOutput>(model);
OnnxSequenceTypeWithAttributesTest.cs (2)
53
return ctx.Model.
CreatePredictionEngine
<FloatInput, OutputObj>(model);
92
return ctx.Model.
CreatePredictionEngine
<FloatInput, WrongOutputObj>(model);
Scenarios\Api\CookbookSamples\CookbookSamplesDynamicApi.cs (1)
280
var predictionFunc = mlContext.Model.
CreatePredictionEngine
<IrisInput, IrisPrediction>(model);
Scenarios\Api\Estimators\DecomposableTrainAndPredict.cs (1)
40
var engine = ml.Model.
CreatePredictionEngine
<IrisDataNoLabel, IrisPrediction>(model);
Scenarios\Api\Estimators\Extensibility.cs (1)
49
var engine = ml.Model.
CreatePredictionEngine
<IrisDataNoLabel, IrisPrediction>(model);
Scenarios\Api\Estimators\MultithreadedPrediction.cs (1)
40
var engine = ml.Model.
CreatePredictionEngine
<SentimentData, SentimentPrediction>(model);
Scenarios\Api\Estimators\PredictAndMetadata.cs (1)
37
var engine = ml.Model.
CreatePredictionEngine
<IrisDataNoLabel, IrisPredictionNotCasted>(model);
Scenarios\Api\Estimators\SimpleTrainAndPredict.cs (2)
38
var engine = ml.Model.
CreatePredictionEngine
<SentimentData, SentimentPrediction>(model);
77
var engine = ml.Model.
CreatePredictionEngine
<SentimentData, SentimentPrediction>(model);
Scenarios\ClusteringTests.cs (1)
73
var predictFunction = mlContext.Model.
CreatePredictionEngine
<ClusteringData, ClusteringPrediction>(trainedModel);
Scenarios\IrisPlantClassificationTests.cs (1)
49
var predictFunction = mlContext.Model.
CreatePredictionEngine
<IrisData, IrisPrediction>(trainedModel);
Scenarios\IrisPlantClassificationWithStringLabelTests.cs (1)
48
var predictFunction = mlContext.Model.
CreatePredictionEngine
<IrisDataWithStringLabel, IrisPredictionWithStringLabel>(trainedModel);
Scenarios\WordBagTest.cs (2)
39
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData, TransformedTextData>(textTransformer);
74
var predictionEngine = mlContext.Model.
CreatePredictionEngine
<TextData, TransformedTextData>(textTransformer);
ScenariosWithDirectInstantiation\IrisPlantClassificationTests.cs (1)
50
var predictFunction = mlContext.Model.
CreatePredictionEngine
<IrisData, IrisPrediction>(trainedModel);