Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Overview

Represent spec for train trials.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec

Returns a new instance of GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec.



16023
16024
16025
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16023

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

Instance Attribute Details

#frequency ⇒ Fixnum

Required. Frequency of search trials to start train stage. Top N [ TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched. Corresponds to the JSON property frequency

Returns:

  • (Fixnum) 


16011
16012
16013
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16011

def frequency
  @frequency
end

#max_parallel_trial_count ⇒ Fixnum

Required. The maximum number of trials to run in parallel. Corresponds to the JSON property maxParallelTrialCount

Returns:

  • (Fixnum) 


16016
16017
16018
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16016

def max_parallel_trial_count
  @max_parallel_trial_count
end

#train_trial_job_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1CustomJobSpec

Represents the spec of a CustomJob. Corresponds to the JSON property trainTrialJobSpec

Returns:



16021
16022
16023
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16021

def train_trial_job_spec
  @train_trial_job_spec
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



16028
16029
16030
16031
16032
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16028

def update!(**args)
  @frequency = args[:frequency] if args.key?(:frequency)
  @max_parallel_trial_count = args[:max_parallel_trial_count] if args.key?(:max_parallel_trial_count)
  @train_trial_job_spec = args[:train_trial_job_spec] if args.key?(:train_trial_job_spec)
end