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

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

Overview

A message representing a trial.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudMlV1Trial

Returns a new instance of GoogleCloudMlV1Trial.



3002
3003
3004
 
# File 'lib/google/apis/ml_v1/classes.rb', line 3002

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) 


2951
2952
2953
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2951

def client_id
  @client_id
end

#end_time ⇒ String

Output only. Time at which the trial's status changed to COMPLETED. Corresponds to the JSON property endTime

Returns:

  • (String) 


2956
2957
2958
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2956

def end_time
  @end_time
end

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

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

Returns:



2961
2962
2963
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2961

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) 


2967
2968
2969
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2967

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:



2974
2975
2976
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2974

def measurements
  @measurements
end

#name ⇒ String

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

Returns:

  • (String) 


2979
2980
2981
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2979

def name
  @name
end

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

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

Returns:



2984
2985
2986
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2984

def parameters
  @parameters
end

#start_time ⇒ String

Output only. Time at which the trial was started. Corresponds to the JSON property startTime

Returns:

  • (String) 


2989
2990
2991
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2989

def start_time
  @start_time
end

#state ⇒ String

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

Returns:

  • (String) 


2994
2995
2996
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2994

def state
  @state
end

#trial_infeasible ⇒ Boolean Also known as: trial_infeasible?

Output only. If true, the parameters in this trial are not attempted again. Corresponds to the JSON property trialInfeasible

Returns:

  • (Boolean) 


2999
3000
3001
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2999

def trial_infeasible
  @trial_infeasible
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



3007
3008
3009
3010
3011
3012
3013
3014
3015
3016
3017
3018
 
# File 'lib/google/apis/ml_v1/classes.rb', line 3007

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