pulumi-google-native-kotlin/com.pulumi.googlenative.ml.v1.kotlin.inputs/GoogleCloudMlV1__HyperparameterOutputArgs

GoogleCloudMlV1__HyperparameterOutputArgs

data class GoogleCloudMlV1__HyperparameterOutputArgs(val allMetrics: Output<List<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricArgs>>? = null, val builtInAlgorithmOutput: Output<GoogleCloudMlV1__BuiltInAlgorithmOutputArgs>? = null, val finalMetric: Output<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricArgs>? = null, val hyperparameters: Output<Map<String, String>>? = null, val isTrialStoppedEarly: Output<Boolean>? = null, val trialId: Output<String>? = null, val webAccessUris: Output<Map<String, String>>? = null) : ConvertibleToJava<GoogleCloudMlV1__HyperparameterOutputArgs>

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

fun GoogleCloudMlV1__HyperparameterOutputArgs(allMetrics: Output<List<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricArgs>>? = null, builtInAlgorithmOutput: Output<GoogleCloudMlV1__BuiltInAlgorithmOutputArgs>? = null, finalMetric: Output<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricArgs>? = null, hyperparameters: Output<Map<String, String>>? = null, isTrialStoppedEarly: Output<Boolean>? = null, trialId: Output<String>? = null, webAccessUris: Output<Map<String, String>>? = null)

Functions

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open override fun toJava(): GoogleCloudMlV1__HyperparameterOutputArgs

Properties

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val allMetrics: Output<List<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricArgs>>? = null

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

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val builtInAlgorithmOutput: Output<GoogleCloudMlV1__BuiltInAlgorithmOutputArgs>? = null

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

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val finalMetric: Output<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetricArgs>? = null

The final objective metric seen for this trial.

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val hyperparameters: Output<Map<String, String>>? = null

The hyperparameters given to this trial.

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val isTrialStoppedEarly: Output<Boolean>? = null

True if the trial is stopped early.

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val trialId: Output<String>? = null

The trial id for these results.

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val webAccessUris: Output<Map<String, String>>? = null

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.