pulumi-google-native-kotlin/com.pulumi.googlenative.ml.v1.kotlin.outputs/GoogleCloudMlV1__TrainingOutputResponse

GoogleCloudMlV1__TrainingOutputResponse

data class GoogleCloudMlV1__TrainingOutputResponse(val builtInAlgorithmOutput: GoogleCloudMlV1__BuiltInAlgorithmOutputResponse, val completedTrialCount: String, val consumedMLUnits: Double, val hyperparameterMetricTag: String, val isBuiltInAlgorithmJob: Boolean, val isHyperparameterTuningJob: Boolean, val trials: List<GoogleCloudMlV1__HyperparameterOutputResponse>, val webAccessUris: Map<String, String>)

Represents results of a training job. Output only.

Constructors

fun GoogleCloudMlV1__TrainingOutputResponse(builtInAlgorithmOutput: GoogleCloudMlV1__BuiltInAlgorithmOutputResponse, completedTrialCount: String, consumedMLUnits: Double, hyperparameterMetricTag: String, isBuiltInAlgorithmJob: Boolean, isHyperparameterTuningJob: Boolean, trials: List<GoogleCloudMlV1__HyperparameterOutputResponse>, webAccessUris: Map<String, String>)

Types

Companion

object Companion

Properties

builtInAlgorithmOutput

val builtInAlgorithmOutput: GoogleCloudMlV1__BuiltInAlgorithmOutputResponse

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

completedTrialCount

val completedTrialCount: String

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

consumedMLUnits

val consumedMLUnits: Double

The amount of ML units consumed by the job.

hyperparameterMetricTag

val hyperparameterMetricTag: String

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

isBuiltInAlgorithmJob

val isBuiltInAlgorithmJob: Boolean

Whether this job is a built-in Algorithm job.

isHyperparameterTuningJob

val isHyperparameterTuningJob: Boolean

Whether this job is a hyperparameter tuning job.

trials

val trials: List<GoogleCloudMlV1__HyperparameterOutputResponse>

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

webAccessUris

val webAccessUris: Map<String, String>

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.