Class HparamTuningTrial

Training info of a trial in hyperparameter tuning models.

Inheritance

object

HparamTuningTrial

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.Bigquery.v2.Data

Assembly: Google.Apis.Bigquery.v2.dll

Syntax

public class HparamTuningTrial : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

EndTimeMs

Ending time of the trial.

Declaration

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

Property Value

Type	Description
long?

ErrorMessage

Error message for FAILED and INFEASIBLE trial.

Declaration

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

Property Value

Type	Description
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
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

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

Hparams

The hyperprameters selected for this trial.

Declaration

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

Property Value

Type	Description
TrainingOptions

StartTimeMs

Starting time of the trial.

Declaration

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

Property Value

Type	Description
long?

Status

The status of the trial.

Declaration

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

Property Value

Type	Description
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
double?

TrialId

1-based index of the trial.

Declaration

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

Property Value

Type	Description
long?

Implements

IDirectResponseSchema