Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1TuningJob

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

Represents a TuningJob that runs with Google owned models.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1TuningJob

Returns a new instance of GoogleCloudAiplatformV1TuningJob.



32600
32601
32602
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32600

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

Instance Attribute Details

#base_model ⇒ String

The base model that is being tuned, e.g., "gemini-1.0-pro-002". Corresponds to the JSON property baseModel

Returns:

  • (String) 


32506
32507
32508
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32506

def base_model
  @base_model
end

#create_time ⇒ String

Output only. Time when the TuningJob was created. Corresponds to the JSON property createTime

Returns:

  • (String) 


32511
32512
32513
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32511

def create_time
  @create_time
end

#description ⇒ String

Optional. The description of the TuningJob. Corresponds to the JSON property description

Returns:

  • (String) 


32516
32517
32518
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32516

def description
  @description
end

#encryption_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1EncryptionSpec

Represents a customer-managed encryption key spec that can be applied to a top- level resource. Corresponds to the JSON property encryptionSpec

Returns:



32522
32523
32524
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32522

def encryption_spec
  @encryption_spec
end

#end_time ⇒ String

Output only. Time when the TuningJob entered any of the following JobStates: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED, JOB_STATE_EXPIRED. Corresponds to the JSON property endTime

Returns:

  • (String) 


32529
32530
32531
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32529

def end_time
  @end_time
end

#error ⇒ Google::Apis::AiplatformV1::GoogleRpcStatus

The Status type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by gRPC. Each Status message contains three pieces of data: error code, error message, and error details. You can find out more about this error model and how to work with it in the API Design Guide. Corresponds to the JSON property error

Returns:



32539
32540
32541
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32539

def error
  @error
end

#experiment ⇒ String

Output only. The Experiment associated with this TuningJob. Corresponds to the JSON property experiment

Returns:

  • (String) 


32544
32545
32546
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32544

def experiment
  @experiment
end

#labels ⇒ Hash<String,String>

Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. Corresponds to the JSON property labels

Returns:

  • (Hash<String,String>) 


32554
32555
32556
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32554

def labels
  @labels
end

#name ⇒ String

Output only. Identifier. Resource name of a TuningJob. Format: projects/ project/locations/location/tuningJobs/tuning_job` Corresponds to the JSON propertyname`

Returns:

  • (String) 


32560
32561
32562
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32560

def name
  @name
end

#start_time ⇒ String

Output only. Time when the TuningJob for the first time entered the JOB_STATE_RUNNING state. Corresponds to the JSON property startTime

Returns:

  • (String) 


32566
32567
32568
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32566

def start_time
  @start_time
end

#state ⇒ String

Output only. The detailed state of the job. Corresponds to the JSON property state

Returns:

  • (String) 


32571
32572
32573
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32571

def state
  @state
end

#supervised_tuning_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SupervisedTuningSpec

Tuning Spec for Supervised Tuning for first party models. Corresponds to the JSON property supervisedTuningSpec

Returns:



32576
32577
32578
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32576

def supervised_tuning_spec
  @supervised_tuning_spec
end

#tuned_model ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1TunedModel

The Model Registry Model and Online Prediction Endpoint assiociated with this TuningJob. Corresponds to the JSON property tunedModel

Returns:



32582
32583
32584
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32582

def tuned_model
  @tuned_model
end

#tuned_model_display_name ⇒ String

Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters. Corresponds to the JSON property tunedModelDisplayName

Returns:

  • (String) 


32588
32589
32590
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32588

def tuned_model_display_name
  @tuned_model_display_name
end

#tuning_data_stats ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1TuningDataStats

The tuning data statistic values for TuningJob. Corresponds to the JSON property tuningDataStats

Returns:



32593
32594
32595
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32593

def tuning_data_stats
  @tuning_data_stats
end

#update_time ⇒ String

Output only. Time when the TuningJob was most recently updated. Corresponds to the JSON property updateTime

Returns:

  • (String) 


32598
32599
32600
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32598

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



32605
32606
32607
32608
32609
32610
32611
32612
32613
32614
32615
32616
32617
32618
32619
32620
32621
32622
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 32605

def update!(**args)
  @base_model = args[:base_model] if args.key?(:base_model)
  @create_time = args[:create_time] if args.key?(:create_time)
  @description = args[:description] if args.key?(:description)
  @encryption_spec = args[:encryption_spec] if args.key?(:encryption_spec)
  @end_time = args[:end_time] if args.key?(:end_time)
  @error = args[:error] if args.key?(:error)
  @experiment = args[:experiment] if args.key?(:experiment)
  @labels = args[:labels] if args.key?(:labels)
  @name = args[:name] if args.key?(:name)
  @start_time = args[:start_time] if args.key?(:start_time)
  @state = args[:state] if args.key?(:state)
  @supervised_tuning_spec = args[:supervised_tuning_spec] if args.key?(:supervised_tuning_spec)
  @tuned_model = args[:tuned_model] if args.key?(:tuned_model)
  @tuned_model_display_name = args[:tuned_model_display_name] if args.key?(:tuned_model_display_name)
  @tuning_data_stats = args[:tuning_data_stats] if args.key?(:tuning_data_stats)
  @update_time = args[:update_time] if args.key?(:update_time)
end