Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaTrainingjobDefinitionAutomlImageTrainingTunableParameter

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

A wrapper class which contains the tunable parameters in an AutoML Image training job.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaTrainingjobDefinitionAutomlImageTrainingTunableParameter

Returns a new instance of GoogleCloudAiplatformV1beta1SchemaTrainingjobDefinitionAutomlImageTrainingTunableParameter.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20147

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

Instance Attribute Details

#checkpoint_name ⇒ String

Optional. An unique name of pretrained model checkpoint provided in model garden, it will be mapped to a GCS location internally. Corresponds to the JSON property checkpointName

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20125

def checkpoint_name
  @checkpoint_name
end

#dataset_config ⇒ Hash<String,String>

Customizable dataset settings, used in the model_garden_trainer. Corresponds to the JSON property datasetConfig

Returns:

  • (Hash<String,String>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20130

def dataset_config
  @dataset_config
end

#study_spec ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1StudySpec

Represents specification of a Study. Corresponds to the JSON property studySpec

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20135

def study_spec
  @study_spec
end

#trainer_config ⇒ Hash<String,String>

Customizable trainer settings, used in the model_garden_trainer. Corresponds to the JSON property trainerConfig

Returns:

  • (Hash<String,String>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20140

def trainer_config
  @trainer_config
end

#trainer_type ⇒ String

Corresponds to the JSON property trainerType

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20145

def trainer_type
  @trainer_type
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20152

def update!(**args)
  @checkpoint_name = args[:checkpoint_name] if args.key?(:checkpoint_name)
  @dataset_config = args[:dataset_config] if args.key?(:dataset_config)
  @study_spec = args[:study_spec] if args.key?(:study_spec)
  @trainer_config = args[:trainer_config] if args.key?(:trainer_config)
  @trainer_type = args[:trainer_type] if args.key?(:trainer_type)
end