Class GoogleCloudMlV1HyperparameterOutput

Represents the result of a single hyperparameter tuning trial from a training job. The TrainingOutput object that is returned on successful completion of a training job with hyperparameter tuning includes a list of HyperparameterOutput objects, one for each successful trial.

Inheritance

object

GoogleCloudMlV1HyperparameterOutput

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.CloudMachineLearningEngine.v1.Data

Assembly: Google.Apis.CloudMachineLearningEngine.v1.dll

Syntax

public class GoogleCloudMlV1HyperparameterOutput : IDirectResponseSchema

Properties

AllMetrics

All recorded object metrics for this trial. This field is not currently populated.

Declaration

[JsonProperty("allMetrics")]
public virtual IList<GoogleCloudMlV1HyperparameterOutputHyperparameterMetric> AllMetrics { get; set; }

Property Value

Type	Description
IList<GoogleCloudMlV1HyperparameterOutputHyperparameterMetric>

BuiltInAlgorithmOutput

Details related to built-in algorithms jobs. Only set for trials of built-in algorithms jobs that have succeeded.

Declaration

[JsonProperty("builtInAlgorithmOutput")]
public virtual GoogleCloudMlV1BuiltInAlgorithmOutput BuiltInAlgorithmOutput { get; set; }

Property Value

Type	Description
GoogleCloudMlV1BuiltInAlgorithmOutput

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

EndTime

object representation of EndTimeRaw.

Declaration

[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use EndTimeDateTimeOffset instead.")]
public virtual object EndTime { get; set; }

Property Value

Type	Description
object

EndTimeDateTimeOffset

DateTimeOffset representation of EndTimeRaw.

Declaration

[JsonIgnore]
public virtual DateTimeOffset? EndTimeDateTimeOffset { get; set; }

Property Value

Type	Description
DateTimeOffset?

EndTimeRaw

Output only. End time for the trial.

Declaration

[JsonProperty("endTime")]
public virtual string EndTimeRaw { get; set; }

Property Value

Type	Description
string

FinalMetric

The final objective metric seen for this trial.

Declaration

[JsonProperty("finalMetric")]
public virtual GoogleCloudMlV1HyperparameterOutputHyperparameterMetric FinalMetric { get; set; }

Property Value

Type	Description
GoogleCloudMlV1HyperparameterOutputHyperparameterMetric

Hyperparameters

The hyperparameters given to this trial.

Declaration

[JsonProperty("hyperparameters")]
public virtual IDictionary<string, string> Hyperparameters { get; set; }

Property Value

Type	Description
IDictionary<string, string>

IsTrialStoppedEarly

True if the trial is stopped early.

Declaration

[JsonProperty("isTrialStoppedEarly")]
public virtual bool? IsTrialStoppedEarly { get; set; }

Property Value

Type	Description
bool?

StartTime

object representation of StartTimeRaw.

Declaration

[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use StartTimeDateTimeOffset instead.")]
public virtual object StartTime { get; set; }

Property Value

Type	Description
object

StartTimeDateTimeOffset

DateTimeOffset representation of StartTimeRaw.

Declaration

[JsonIgnore]
public virtual DateTimeOffset? StartTimeDateTimeOffset { get; set; }

Property Value

Type	Description
DateTimeOffset?

StartTimeRaw

Output only. Start time for the trial.

Declaration

[JsonProperty("startTime")]
public virtual string StartTimeRaw { get; set; }

Property Value

Type	Description
string

State

Output only. The detailed state of the trial.

Declaration

[JsonProperty("state")]
public virtual string State { get; set; }

Property Value

Type	Description
string

TrialId

The trial id for these results.

Declaration

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

Property Value

Type	Description
string

WebAccessUris

URIs for accessing interactive shells (one URI for each training node). Only available if this trial is part of a hyperparameter tuning job and the job's training_input.enable_web_access is true. The keys are names of each node in the training job; for example, master-replica-0 for the master node, worker-replica-0 for the first worker, and ps-replica-0 for the first parameter server. The values are the URIs for each node's interactive shell.

Declaration

[JsonProperty("webAccessUris")]
public virtual IDictionary<string, string> WebAccessUris { get; set; }

Property Value

Type	Description
IDictionary<string, string>

Implements

IDirectResponseSchema