Class XPSTrainResponse
Inheritance
XPSTrainResponse
Assembly: Google.Apis.CloudNaturalLanguage.v2.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
ETag
Declaration
public virtual string ETag { get; set; }
Property Value
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
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
EvaluationMetricsSet
The trained model evaluation metrics. This can be optionally returned.
Declaration
[JsonProperty("evaluationMetricsSet")]
public virtual XPSEvaluationMetricsSet EvaluationMetricsSet { get; set; }
Property Value
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
ImageClassificationTrainResp
Declaration
[JsonProperty("imageClassificationTrainResp")]
public virtual XPSImageClassificationTrainResponse ImageClassificationTrainResp { get; set; }
Property Value
ImageObjectDetectionTrainResp
Declaration
[JsonProperty("imageObjectDetectionTrainResp")]
public virtual XPSImageObjectDetectionModelSpec ImageObjectDetectionTrainResp { get; set; }
Property Value
ImageSegmentationTrainResp
Declaration
[JsonProperty("imageSegmentationTrainResp")]
public virtual XPSImageSegmentationTrainResponse ImageSegmentationTrainResp { get; set; }
Property Value
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
SpeechTrainResp
Declaration
[JsonProperty("speechTrainResp")]
public virtual XPSSpeechModelSpec SpeechTrainResp { get; set; }
Property Value
TablesTrainResp
Declaration
[JsonProperty("tablesTrainResp")]
public virtual XPSTablesTrainResponse TablesTrainResp { get; set; }
Property Value
TextToSpeechTrainResp
Declaration
[JsonProperty("textToSpeechTrainResp")]
public virtual XPSTextToSpeechTrainResponse TextToSpeechTrainResp { get; set; }
Property Value
TextTrainResp
Will only be needed for uCAIP from Beta.
Declaration
[JsonProperty("textTrainResp")]
public virtual XPSTextTrainResponse TextTrainResp { get; set; }
Property Value
TranslationTrainResp
Declaration
[JsonProperty("translationTrainResp")]
public virtual XPSTranslationTrainResponse TranslationTrainResp { get; set; }
Property Value
VideoActionRecognitionTrainResp
Declaration
[JsonProperty("videoActionRecognitionTrainResp")]
public virtual XPSVideoActionRecognitionTrainResponse VideoActionRecognitionTrainResp { get; set; }
Property Value
VideoClassificationTrainResp
Declaration
[JsonProperty("videoClassificationTrainResp")]
public virtual XPSVideoClassificationTrainResponse VideoClassificationTrainResp { get; set; }
Property Value
VideoObjectTrackingTrainResp
Declaration
[JsonProperty("videoObjectTrackingTrainResp")]
public virtual XPSVideoObjectTrackingTrainResponse VideoObjectTrackingTrainResp { get; set; }
Property Value
Implements