google_api_machine_learning v0.8.0 GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1HyperparameterOutput View Source
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.
Attributes
- allMetrics ([GoogleCloudMlV1HyperparameterOutputHyperparameterMetric]): All recorded object metrics for this trial. This field is not currently populated. Defaults to:
null
. - builtInAlgorithmOutput (GoogleCloudMlV1BuiltInAlgorithmOutput): Details related to built-in algorithms jobs. Only set for trials of built-in algorithms jobs that have succeeded. Defaults to:
null
. - finalMetric (GoogleCloudMlV1HyperparameterOutputHyperparameterMetric): The final objective metric seen for this trial. Defaults to:
null
. - hyperparameters (%{optional(String.t) => String.t}): The hyperparameters given to this trial. Defaults to:
null
. - isTrialStoppedEarly (boolean()): True if the trial is stopped early. Defaults to:
null
. - trialId (String.t): The trial id for these results. Defaults to:
null
.
Link to this section Summary
Functions
Unwrap a decoded JSON object into its complex fields.
Link to this section Types
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t()
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t()
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t() :: %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1HyperparameterOutput{
allMetrics: [
GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1HyperparameterOutputHyperparameterMetric.t()
],
builtInAlgorithmOutput:
GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1BuiltInAlgorithmOutput.t(),
finalMetric:
GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1HyperparameterOutputHyperparameterMetric.t(),
hyperparameters: map(),
isTrialStoppedEarly: any(),
trialId: any()
}
t() :: %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1HyperparameterOutput{ allMetrics: [ GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1HyperparameterOutputHyperparameterMetric.t() ], builtInAlgorithmOutput: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1BuiltInAlgorithmOutput.t(), finalMetric: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1HyperparameterOutputHyperparameterMetric.t(), hyperparameters: map(), isTrialStoppedEarly: any(), trialId: any() }
Link to this section Functions
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decode(value, options) View Source
Unwrap a decoded JSON object into its complex fields.