Class HparamTuningTrial

Training info of a trial in hyperparameter tuning.

Inheritance

System.Object

HparamTuningTrial

Implements

Google.Apis.Requests.IDirectResponseSchema

Inherited Members

System.Object.Equals(System.Object)

System.Object.Equals(System.Object, System.Object)

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

System.Object.ReferenceEquals(System.Object, System.Object)

System.Object.ToString()

Namespace: Google.Apis.Bigquery.v2.Data

Assembly: Google.Apis.Bigquery.v2.dll

Syntax

public class HparamTuningTrial : IDirectResponseSchema

Properties

EndTimeMs

Ending time of the trial.

Declaration

[JsonProperty("endTimeMs")]
public virtual long? EndTimeMs { get; set; }

Property Value

Type	Description
System.Nullable<System.Int64>

ErrorMessage

Error message for FAILED and INFEASIBLE trial.

Declaration

[JsonProperty("errorMessage")]
public virtual string ErrorMessage { get; set; }

Property Value

Type	Description
System.String

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
System.String

EvalLoss

Loss computed on the eval data at the end of trial.

Declaration

[JsonProperty("evalLoss")]
public virtual double? EvalLoss { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

EvaluationMetrics

Evaluation metrics of this trial calculated on the test data. Empty in Job API.

Declaration

[JsonProperty("evaluationMetrics")]
public virtual EvaluationMetrics EvaluationMetrics { get; set; }

Property Value

Type	Description
EvaluationMetrics

Hparams

The hyperprameters selected for this trial.

Declaration

[JsonProperty("hparams")]
public virtual TrainingOptions Hparams { get; set; }

Property Value

Type	Description
TrainingOptions

HparamTuningEvaluationMetrics

Hyperparameter tuning evaluation metrics of this trial calculated on the eval data. Unlike evaluation_metrics, only the fields corresponding to the hparam_tuning_objectives are set.

Declaration

[JsonProperty("hparamTuningEvaluationMetrics")]
public virtual EvaluationMetrics HparamTuningEvaluationMetrics { get; set; }

Property Value

Type	Description
EvaluationMetrics

StartTimeMs

Starting time of the trial.

Declaration

[JsonProperty("startTimeMs")]
public virtual long? StartTimeMs { get; set; }

Property Value

Type	Description
System.Nullable<System.Int64>

Status

The status of the trial.

Declaration

[JsonProperty("status")]
public virtual string Status { get; set; }

Property Value

Type	Description
System.String

TrainingLoss

Loss computed on the training data at the end of trial.

Declaration

[JsonProperty("trainingLoss")]
public virtual double? TrainingLoss { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

TrialId

1-based index of the trial.

Declaration

[JsonProperty("trialId")]
public virtual long? TrialId { get; set; }

Property Value

Type	Description
System.Nullable<System.Int64>

Implements

Google.Apis.Requests.IDirectResponseSchema