Class: Google::Apis::MlV1::GoogleCloudMlV1Trial

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

A message representing a Trial.

Instance Attribute Summary collapse

Instance Method Summary collapse

Methods included from Core::JsonObjectSupport

#to_json

Methods included from Core::Hashable

process_value, #to_h

Constructor Details

#initialize(**args) ⇒ GoogleCloudMlV1Trial

Returns a new instance of GoogleCloudMlV1Trial.



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# File 'generated/google/apis/ml_v1/classes.rb', line 2652

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

Instance Attribute Details

#client_id ⇒ String

Output only. The identifier of the client that originally requested this trial. Corresponds to the JSON property clientId

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 2600

def client_id
  @client_id
end

#end_time ⇒ String

Output only. Time the Trial's status changed to COMPLETED. Corresponds to the JSON property endTime

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 2605

def end_time
  @end_time
end

#final_measurement ⇒ Google::Apis::MlV1::GoogleCloudMlV1Measurement

A message representing a Measurement. Corresponds to the JSON property finalMeasurement

Returns:



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# File 'generated/google/apis/ml_v1/classes.rb', line 2610

def final_measurement
  @final_measurement
end

#infeasible_reason ⇒ String

Output only. A human readable string describing why the Trial is infeasible. This should only be set if trial_infeasible is true. Corresponds to the JSON property infeasibleReason

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 2616

def infeasible_reason
  @infeasible_reason
end

#measurements ⇒ Array<Google::Apis::MlV1::GoogleCloudMlV1Measurement>

A list of measurements that are strictly lexicographically ordered by their induced tuples (steps, elapsed_time). These are used for early stopping computations. Corresponds to the JSON property measurements

Returns:



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# File 'generated/google/apis/ml_v1/classes.rb', line 2623

def measurements
  @measurements
end

#name ⇒ String

Output only. Name of the trial assigned by the service. Corresponds to the JSON property name

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 2628

def name
  @name
end

#parameters ⇒ Array<Google::Apis::MlV1::GoogleCloudMlV1TrialParameter>

The parameters of the Trial. Corresponds to the JSON property parameters

Returns:



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# File 'generated/google/apis/ml_v1/classes.rb', line 2633

def parameters
  @parameters
end

#start_time ⇒ String

Output only. Time the Trial was started. Corresponds to the JSON property startTime

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 2638

def start_time
  @start_time
end

#state ⇒ String

The detailed state of a trial. Corresponds to the JSON property state

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 2643

def state
  @state
end

#trial_infeasible ⇒ Boolean Also known as: trial_infeasible?

Output only. True if the parameters in this trial should not be attempted again. Corresponds to the JSON property trialInfeasible

Returns:

  • (Boolean) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 2649

def trial_infeasible
  @trial_infeasible
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'generated/google/apis/ml_v1/classes.rb', line 2657

def update!(**args)
  @client_id = args[:client_id] if args.key?(:client_id)
  @end_time = args[:end_time] if args.key?(:end_time)
  @final_measurement = args[:final_measurement] if args.key?(:final_measurement)
  @infeasible_reason = args[:infeasible_reason] if args.key?(:infeasible_reason)
  @measurements = args[:measurements] if args.key?(:measurements)
  @name = args[:name] if args.key?(:name)
  @parameters = args[:parameters] if args.key?(:parameters)
  @start_time = args[:start_time] if args.key?(:start_time)
  @state = args[:state] if args.key?(:state)
  @trial_infeasible = args[:trial_infeasible] if args.key?(:trial_infeasible)
end