Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec

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 search trials.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec

Returns a new instance of GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16113

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

Instance Attribute Details

#max_failed_trial_count ⇒ Fixnum

The number of failed trials that need to be seen before failing the NasJob. If set to 0, Vertex AI decides how many trials must fail before the whole job fails. Corresponds to the JSON property maxFailedTrialCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16096

def max_failed_trial_count
  @max_failed_trial_count
end

#max_parallel_trial_count ⇒ Fixnum

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

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16101

def max_parallel_trial_count
  @max_parallel_trial_count
end

#max_trial_count ⇒ Fixnum

Required. The maximum number of Neural Architecture Search (NAS) trials to run. Corresponds to the JSON property maxTrialCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16106

def max_trial_count
  @max_trial_count
end

#search_trial_job_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1CustomJobSpec

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

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16111

def search_trial_job_spec
  @search_trial_job_spec
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16118

def update!(**args)
  @max_failed_trial_count = args[:max_failed_trial_count] if args.key?(:max_failed_trial_count)
  @max_parallel_trial_count = args[:max_parallel_trial_count] if args.key?(:max_parallel_trial_count)
  @max_trial_count = args[:max_trial_count] if args.key?(:max_trial_count)
  @search_trial_job_spec = args[:search_trial_job_spec] if args.key?(:search_trial_job_spec)
end