Class XPSTrainResponse

Inheritance

object

XPSTrainResponse

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.CloudNaturalLanguage.v1beta2.Data

Assembly: Google.Apis.CloudNaturalLanguage.v1beta2.dll

Syntax

public class XPSTrainResponse : IDirectResponseSchema

Properties

DeployedModelSizeBytes

Estimated model size in bytes once deployed.

Declaration

[JsonProperty("deployedModelSizeBytes")]
public virtual long? DeployedModelSizeBytes { get; set; }

Property Value

Type	Description
long?

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

ErrorAnalysisConfigs

Optional vision model error analysis configuration. The field is set when model error analysis is enabled in the training request. The results of error analysis will be binded together with evaluation results (in the format of AnnotatedExample).

Declaration

[JsonProperty("errorAnalysisConfigs")]
public virtual IList<XPSVisionErrorAnalysisConfig> ErrorAnalysisConfigs { get; set; }

Property Value

Type	Description
IList<XPSVisionErrorAnalysisConfig>

EvaluatedExampleSet

Examples used to evaluate the model (usually the test set), with the predicted annotations. The file_spec should point to recordio file(s) of AnnotatedExample. For each returned example, the example_id_token and annotations predicted by the model must be set. The example payload can and is recommended to be omitted.

Declaration

[JsonProperty("evaluatedExampleSet")]
public virtual XPSExampleSet EvaluatedExampleSet { get; set; }

Property Value

Type	Description
XPSExampleSet

EvaluationMetricsSet

The trained model evaluation metrics. This can be optionally returned.

Declaration

[JsonProperty("evaluationMetricsSet")]
public virtual XPSEvaluationMetricsSet EvaluationMetricsSet { get; set; }

Property Value

Type	Description
XPSEvaluationMetricsSet

ExplanationConfigs

VisionExplanationConfig for XAI on test set. Optional for when XAI is enable in training request.

Declaration

[JsonProperty("explanationConfigs")]
public virtual IList<XPSResponseExplanationSpec> ExplanationConfigs { get; set; }

Property Value

Type	Description
IList<XPSResponseExplanationSpec>

ImageClassificationTrainResp

Declaration

[JsonProperty("imageClassificationTrainResp")]
public virtual XPSImageClassificationTrainResponse ImageClassificationTrainResp { get; set; }

Property Value

Type	Description
XPSImageClassificationTrainResponse

ImageObjectDetectionTrainResp

Declaration

[JsonProperty("imageObjectDetectionTrainResp")]
public virtual XPSImageObjectDetectionModelSpec ImageObjectDetectionTrainResp { get; set; }

Property Value

Type	Description
XPSImageObjectDetectionModelSpec

ImageSegmentationTrainResp

Declaration

[JsonProperty("imageSegmentationTrainResp")]
public virtual XPSImageSegmentationTrainResponse ImageSegmentationTrainResp { get; set; }

Property Value

Type	Description
XPSImageSegmentationTrainResponse

ModelToken

Token that represents the trained model. This is considered immutable and is persisted in AutoML. xPS can put their own proto in the byte string, to e.g. point to the model checkpoints. The token is passed to other xPS APIs to refer to the model.

Declaration

[JsonProperty("modelToken")]
public virtual string ModelToken { get; set; }

Property Value

Type	Description
string

SpeechTrainResp

Declaration

[JsonProperty("speechTrainResp")]
public virtual XPSSpeechModelSpec SpeechTrainResp { get; set; }

Property Value

Type	Description
XPSSpeechModelSpec

TablesTrainResp

Declaration

[JsonProperty("tablesTrainResp")]
public virtual XPSTablesTrainResponse TablesTrainResp { get; set; }

Property Value

Type	Description
XPSTablesTrainResponse

TextToSpeechTrainResp

Declaration

[JsonProperty("textToSpeechTrainResp")]
public virtual XPSTextToSpeechTrainResponse TextToSpeechTrainResp { get; set; }

Property Value

Type	Description
XPSTextToSpeechTrainResponse

TextTrainResp

Will only be needed for uCAIP from Beta.

Declaration

[JsonProperty("textTrainResp")]
public virtual XPSTextTrainResponse TextTrainResp { get; set; }

Property Value

Type	Description
XPSTextTrainResponse

TranslationTrainResp

Declaration

[JsonProperty("translationTrainResp")]
public virtual XPSTranslationTrainResponse TranslationTrainResp { get; set; }

Property Value

Type	Description
XPSTranslationTrainResponse

VideoActionRecognitionTrainResp

Declaration

[JsonProperty("videoActionRecognitionTrainResp")]
public virtual XPSVideoActionRecognitionTrainResponse VideoActionRecognitionTrainResp { get; set; }

Property Value

Type	Description
XPSVideoActionRecognitionTrainResponse

VideoClassificationTrainResp

Declaration

[JsonProperty("videoClassificationTrainResp")]
public virtual XPSVideoClassificationTrainResponse VideoClassificationTrainResp { get; set; }

Property Value

Type	Description
XPSVideoClassificationTrainResponse

VideoObjectTrackingTrainResp

Declaration

[JsonProperty("videoObjectTrackingTrainResp")]
public virtual XPSVideoObjectTrackingTrainResponse VideoObjectTrackingTrainResp { get; set; }

Property Value

Type	Description
XPSVideoObjectTrackingTrainResponse

Implements

IDirectResponseSchema