View Source GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_TrainingOutput (google_api_machine_learning v0.28.1)

Represents results of a training job. Output only.

Attributes

builtInAlgorithmOutput (type: GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_BuiltInAlgorithmOutput.t, default: nil) - Details related to built-in algorithms jobs. Only set for built-in algorithms jobs.
completedTrialCount (type: String.t, default: nil) - The number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter tuning jobs.
consumedMLUnits (type: float(), default: nil) - The amount of ML units consumed by the job.
hyperparameterMetricTag (type: String.t, default: nil) - The TensorFlow summary tag name used for optimizing hyperparameter tuning trials. See HyperparameterSpec.hyperparameterMetricTag for more information. Only set for hyperparameter tuning jobs.
isBuiltInAlgorithmJob (type: boolean(), default: nil) - Whether this job is a built-in Algorithm job.
isHyperparameterTuningJob (type: boolean(), default: nil) - Whether this job is a hyperparameter tuning job.
trials (type: list(GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_HyperparameterOutput.t), default: nil) - Results for individual Hyperparameter trials. Only set for hyperparameter tuning jobs.
webAccessUris (type: map(), default: nil) - Output only. 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.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

t()

@type t() :: %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_TrainingOutput{
  builtInAlgorithmOutput:
    GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_BuiltInAlgorithmOutput.t()
    | nil,
  completedTrialCount: String.t() | nil,
  consumedMLUnits: float() | nil,
  hyperparameterMetricTag: String.t() | nil,
  isBuiltInAlgorithmJob: boolean() | nil,
  isHyperparameterTuningJob: boolean() | nil,
  trials:
    [
      GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_HyperparameterOutput.t()
    ]
    | nil,
  webAccessUris: map() | nil
}

Functions

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.