pulumi-google-native-kotlin/com.pulumi.googlenative.ml.v1.kotlin.outputs/GoogleCloudMlV1__HyperparameterOutputResponse

GoogleCloudMlV1__HyperparameterOutputResponse

data class GoogleCloudMlV1__HyperparameterOutputResponse(val allMetrics: List<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricResponse>, val builtInAlgorithmOutput: GoogleCloudMlV1__BuiltInAlgorithmOutputResponse, val endTime: String, val finalMetric: GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricResponse, val hyperparameters: Map<String, String>, val isTrialStoppedEarly: Boolean, val startTime: String, val state: String, val trialId: String, val webAccessUris: Map<String, String>)

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.

Constructors

constructor(allMetrics: List<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricResponse>, builtInAlgorithmOutput: GoogleCloudMlV1__BuiltInAlgorithmOutputResponse, endTime: String, finalMetric: GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricResponse, hyperparameters: Map<String, String>, isTrialStoppedEarly: Boolean, startTime: String, state: String, trialId: String, webAccessUris: Map<String, String>)

Types

Companion

object Companion

Properties

allMetrics

val allMetrics: List<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricResponse>

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

builtInAlgorithmOutput

val builtInAlgorithmOutput: GoogleCloudMlV1__BuiltInAlgorithmOutputResponse

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

endTime

val endTime: String

End time for the trial.

finalMetric

val finalMetric: GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricResponse

The final objective metric seen for this trial.

hyperparameters

val hyperparameters: Map<String, String>

The hyperparameters given to this trial.

isTrialStoppedEarly

val isTrialStoppedEarly: Boolean

True if the trial is stopped early.

startTime

val startTime: String

Start time for the trial.

state

val state: String

The detailed state of the trial.

trialId

val trialId: String

The trial id for these results.

webAccessUris

val webAccessUris: Map<String, String>

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.