Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutomlImageTrainingTunableParameter

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

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) ⇒ GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutomlImageTrainingTunableParameter

Returns a new instance of GoogleCloudAiplatformV1SchemaTrainingjobDefinitionAutomlImageTrainingTunableParameter.



27264
27265
27266
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 27264

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) 


27242
27243
27244
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 27242

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>) 


27247
27248
27249
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 27247

def dataset_config
  @dataset_config
end

#study_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1StudySpec

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

Returns:



27252
27253
27254
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 27252

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>) 


27257
27258
27259
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 27257

def trainer_config
  @trainer_config
end

#trainer_type ⇒ String

Corresponds to the JSON property trainerType

Returns:

  • (String) 


27262
27263
27264
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 27262

def trainer_type
  @trainer_type
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



27269
27270
27271
27272
27273
27274
27275
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 27269

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