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.



17878
17879
17880
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17878

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) 


17861
17862
17863
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17861

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) 


17866
17867
17868
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17866

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) 


17871
17872
17873
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17871

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:



17876
17877
17878
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17876

def search_trial_job_spec
  @search_trial_job_spec
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



17883
17884
17885
17886
17887
17888
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17883

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