Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Represent spec for search trials.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec

Returns a new instance of GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec.



36064
36065
36066
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 36064

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) 


36047
36048
36049
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 36047

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) 


36052
36053
36054
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 36052

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) 


36057
36058
36059
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 36057

def max_trial_count
  @max_trial_count
end

#search_trial_job_spec ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1CustomJobSpec

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

Returns:



36062
36063
36064
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 36062

def search_trial_job_spec
  @search_trial_job_spec
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



36069
36070
36071
36072
36073
36074
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 36069

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