Class: Google::Apis::MlV1::GoogleCloudMlV1TrainingOutput

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
generated/google/apis/ml_v1/classes.rb,
generated/google/apis/ml_v1/representations.rb,
generated/google/apis/ml_v1/representations.rb

Overview

Represents results of a training job. Output only.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudMlV1TrainingOutput

Returns a new instance of GoogleCloudMlV1TrainingOutput.



2894
2895
2896
 
# File 'generated/google/apis/ml_v1/classes.rb', line 2894

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#built_in_algorithm_output ⇒ Google::Apis::MlV1::GoogleCloudMlV1BuiltInAlgorithmOutput

Represents output related to a built-in algorithm Job. Corresponds to the JSON property builtInAlgorithmOutput

Returns:



2855
2856
2857
 
# File 'generated/google/apis/ml_v1/classes.rb', line 2855

def built_in_algorithm_output
  @built_in_algorithm_output
end

#completed_trial_count ⇒ Fixnum

The number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter tuning jobs. Corresponds to the JSON property completedTrialCount

Returns:

  • (Fixnum) 


2861
2862
2863
 
# File 'generated/google/apis/ml_v1/classes.rb', line 2861

def completed_trial_count
  @completed_trial_count
end

#consumed_ml_units ⇒ Float

The amount of ML units consumed by the job. Corresponds to the JSON property consumedMLUnits

Returns:

  • (Float) 


2866
2867
2868
 
# File 'generated/google/apis/ml_v1/classes.rb', line 2866

def consumed_ml_units
  @consumed_ml_units
end

#hyperparameter_metric_tag ⇒ String

The TensorFlow summary tag name used for optimizing hyperparameter tuning trials. See HyperparameterSpec.hyperparameterMetricTag for more information. Only set for hyperparameter tuning jobs. Corresponds to the JSON property hyperparameterMetricTag

Returns:

  • (String) 


2874
2875
2876
 
# File 'generated/google/apis/ml_v1/classes.rb', line 2874

def hyperparameter_metric_tag
  @hyperparameter_metric_tag
end

#is_built_in_algorithm_job ⇒ Boolean Also known as: is_built_in_algorithm_job?

Whether this job is a built-in Algorithm job. Corresponds to the JSON property isBuiltInAlgorithmJob

Returns:

  • (Boolean) 


2879
2880
2881
 
# File 'generated/google/apis/ml_v1/classes.rb', line 2879

def is_built_in_algorithm_job
  @is_built_in_algorithm_job
end

#is_hyperparameter_tuning_job ⇒ Boolean Also known as: is_hyperparameter_tuning_job?

Whether this job is a hyperparameter tuning job. Corresponds to the JSON property isHyperparameterTuningJob

Returns:

  • (Boolean) 


2885
2886
2887
 
# File 'generated/google/apis/ml_v1/classes.rb', line 2885

def is_hyperparameter_tuning_job
  @is_hyperparameter_tuning_job
end

#trials ⇒ Array<Google::Apis::MlV1::GoogleCloudMlV1HyperparameterOutput>

Results for individual Hyperparameter trials. Only set for hyperparameter tuning jobs. Corresponds to the JSON property trials

Returns:



2892
2893
2894
 
# File 'generated/google/apis/ml_v1/classes.rb', line 2892

def trials
  @trials
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



2899
2900
2901
2902
2903
2904
2905
2906
2907
 
# File 'generated/google/apis/ml_v1/classes.rb', line 2899

def update!(**args)
  @built_in_algorithm_output = args[:built_in_algorithm_output] if args.key?(:built_in_algorithm_output)
  @completed_trial_count = args[:completed_trial_count] if args.key?(:completed_trial_count)
  @consumed_ml_units = args[:consumed_ml_units] if args.key?(:consumed_ml_units)
  @hyperparameter_metric_tag = args[:hyperparameter_metric_tag] if args.key?(:hyperparameter_metric_tag)
  @is_built_in_algorithm_job = args[:is_built_in_algorithm_job] if args.key?(:is_built_in_algorithm_job)
  @is_hyperparameter_tuning_job = args[:is_hyperparameter_tuning_job] if args.key?(:is_hyperparameter_tuning_job)
  @trials = args[:trials] if args.key?(:trials)
end