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.



14697
14698
14699
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14697

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) 


14680
14681
14682
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14680

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) 


14685
14686
14687
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14685

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) 


14690
14691
14692
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14690

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:



14695
14696
14697
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14695

def search_trial_job_spec
  @search_trial_job_spec
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



14702
14703
14704
14705
14706
14707
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14702

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