Class GoogleCloudMlV1TrainingOutput

Represents results of a training job. Output only.

Inheritance

object

GoogleCloudMlV1TrainingOutput

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 GoogleCloudMlV1TrainingOutput : IDirectResponseSchema

Properties

BuiltInAlgorithmOutput

Details related to built-in algorithms jobs. Only set for built-in algorithms jobs.

Declaration

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

Property Value

Type	Description
GoogleCloudMlV1BuiltInAlgorithmOutput

CompletedTrialCount

The number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter tuning jobs.

Declaration

[JsonProperty("completedTrialCount")]
public virtual long? CompletedTrialCount { get; set; }

Property Value

Type	Description
long?

ConsumedMLUnits

The amount of ML units consumed by the job.

Declaration

[JsonProperty("consumedMLUnits")]
public virtual double? ConsumedMLUnits { get; set; }

Property Value

Type	Description
double?

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

HyperparameterMetricTag

The TensorFlow summary tag name used for optimizing hyperparameter tuning trials. See HyperparameterSpec.hyperparameterMetricTag for more information. Only set for hyperparameter tuning jobs.

Declaration

[JsonProperty("hyperparameterMetricTag")]
public virtual string HyperparameterMetricTag { get; set; }

Property Value

Type	Description
string

IsBuiltInAlgorithmJob

Whether this job is a built-in Algorithm job.

Declaration

[JsonProperty("isBuiltInAlgorithmJob")]
public virtual bool? IsBuiltInAlgorithmJob { get; set; }

Property Value

Type	Description
bool?

IsHyperparameterTuningJob

Whether this job is a hyperparameter tuning job.

Declaration

[JsonProperty("isHyperparameterTuningJob")]
public virtual bool? IsHyperparameterTuningJob { get; set; }

Property Value

Type	Description
bool?

Trials

Results for individual Hyperparameter trials. Only set for hyperparameter tuning jobs.

Declaration

[JsonProperty("trials")]
public virtual IList<GoogleCloudMlV1HyperparameterOutput> Trials { get; set; }

Property Value

Type	Description
IList<GoogleCloudMlV1HyperparameterOutput>

WebAccessUris

Output only. URIs for accessing interactive shells (one URI for each training node). Only available if 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