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.
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| virtual System.Collections.Generic.IList< GoogleCloudMlV1HyperparameterOutputHyperparameterMetric > | AllMetrics [get, set] |
| | All recorded object metrics for this trial. This field is not currently populated. More...
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| virtual GoogleCloudMlV1BuiltInAlgorithmOutput | BuiltInAlgorithmOutput [get, set] |
| | Details related to built-in algorithms jobs. Only set for trials of built-in algorithms jobs that have succeeded. More...
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| virtual object | EndTime [get, set] |
| | Output only. End time for the trial. More...
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| virtual GoogleCloudMlV1HyperparameterOutputHyperparameterMetric | FinalMetric [get, set] |
| | The final objective metric seen for this trial. More...
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| virtual System.Collections.Generic.IDictionary< string, string > | Hyperparameters [get, set] |
| | The hyperparameters given to this trial. More...
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| virtual System.Nullable< bool > | IsTrialStoppedEarly [get, set] |
| | True if the trial is stopped early. More...
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| virtual object | StartTime [get, set] |
| | Output only. Start time for the trial. More...
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| virtual string | State [get, set] |
| | Output only. The detailed state of the trial. More...
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| virtual string | TrialId [get, set] |
| | The trial id for these results. More...
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| virtual string | ETag [get, set] |
| | The ETag of the item. More...
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string | ETag |
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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.
◆ AllMetrics
All recorded object metrics for this trial. This field is not currently populated.
◆ BuiltInAlgorithmOutput
Details related to built-in algorithms jobs. Only set for trials of built-in algorithms jobs that have succeeded.
◆ EndTime
| virtual object Google.Apis.CloudMachineLearningEngine.v1.Data.GoogleCloudMlV1HyperparameterOutput.EndTime |
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getset |
Output only. End time for the trial.
◆ ETag
| virtual string Google.Apis.CloudMachineLearningEngine.v1.Data.GoogleCloudMlV1HyperparameterOutput.ETag |
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getset |
◆ FinalMetric
The final objective metric seen for this trial.
◆ Hyperparameters
| virtual System.Collections.Generic.IDictionary<string,string> Google.Apis.CloudMachineLearningEngine.v1.Data.GoogleCloudMlV1HyperparameterOutput.Hyperparameters |
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getset |
The hyperparameters given to this trial.
◆ IsTrialStoppedEarly
| virtual System.Nullable<bool> Google.Apis.CloudMachineLearningEngine.v1.Data.GoogleCloudMlV1HyperparameterOutput.IsTrialStoppedEarly |
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getset |
True if the trial is stopped early.
◆ StartTime
| virtual object Google.Apis.CloudMachineLearningEngine.v1.Data.GoogleCloudMlV1HyperparameterOutput.StartTime |
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getset |
Output only. Start time for the trial.
◆ State
| virtual string Google.Apis.CloudMachineLearningEngine.v1.Data.GoogleCloudMlV1HyperparameterOutput.State |
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getset |
Output only. The detailed state of the trial.
◆ TrialId
| virtual string Google.Apis.CloudMachineLearningEngine.v1.Data.GoogleCloudMlV1HyperparameterOutput.TrialId |
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getset |
The trial id for these results.
The documentation for this class was generated from the following file:
- Google.Apis.CloudMachineLearningEngine.v1.cs
Properties inherited from Google::Apis::Requests::IDirectResponseSchema