View Source GoogleApi.BigQuery.V2.Model.HparamTuningTrial (google_api_big_query v0.79.0)
Training info of a trial in hyperparameter tuning models.
Attributes
-
endTimeMs
(type:String.t
, default:nil
) - Ending time of the trial. -
errorMessage
(type:String.t
, default:nil
) - Error message for FAILED and INFEASIBLE trial. -
evalLoss
(type:float()
, default:nil
) - Loss computed on the eval data at the end of trial. -
evaluationMetrics
(type:GoogleApi.BigQuery.V2.Model.EvaluationMetrics.t
, default:nil
) - Evaluation metrics of this trial calculated on the test data. Empty in Job API. -
hparamTuningEvaluationMetrics
(type:GoogleApi.BigQuery.V2.Model.EvaluationMetrics.t
, default:nil
) - Hyperparameter tuning evaluation metrics of this trial calculated on the eval data. Unlike evaluation_metrics, only the fields corresponding to the hparam_tuning_objectives are set. -
hparams
(type:GoogleApi.BigQuery.V2.Model.TrainingOptions.t
, default:nil
) - The hyperprameters selected for this trial. -
startTimeMs
(type:String.t
, default:nil
) - Starting time of the trial. -
status
(type:String.t
, default:nil
) - The status of the trial. -
trainingLoss
(type:float()
, default:nil
) - Loss computed on the training data at the end of trial. -
trialId
(type:String.t
, default:nil
) - 1-based index of the trial.
Summary
Functions
Unwrap a decoded JSON object into its complex fields.
Types
@type t() :: %GoogleApi.BigQuery.V2.Model.HparamTuningTrial{ endTimeMs: String.t() | nil, errorMessage: String.t() | nil, evalLoss: float() | nil, evaluationMetrics: GoogleApi.BigQuery.V2.Model.EvaluationMetrics.t() | nil, hparamTuningEvaluationMetrics: GoogleApi.BigQuery.V2.Model.EvaluationMetrics.t() | nil, hparams: GoogleApi.BigQuery.V2.Model.TrainingOptions.t() | nil, startTimeMs: String.t() | nil, status: String.t() | nil, trainingLoss: float() | nil, trialId: String.t() | nil }
Functions
Unwrap a decoded JSON object into its complex fields.