Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1EvaluationConfig

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

Evaluation Config for Tuning Job.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1EvaluationConfig

Returns a new instance of GoogleCloudAiplatformV1beta1EvaluationConfig.



15667
15668
15669
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 15667

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

Instance Attribute Details

#autorater_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1AutoraterConfig

The configs for autorater. This is applicable to both EvaluateInstances and EvaluateDataset. Corresponds to the JSON property autoraterConfig

Returns:



15643
15644
15645
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 15643

def autorater_config
  @autorater_config
end

#dataset_custom_metrics ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1DatasetCustomMetric>

Optional. Specifications for custom dataset-level aggregations. Corresponds to the JSON property datasetCustomMetrics

Returns:



15648
15649
15650
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 15648

def dataset_custom_metrics
  @dataset_custom_metrics
end

#inference_generation_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1GenerationConfig

Configuration for content generation. This message contains all the parameters that control how the model generates content. It allows you to influence the randomness, length, and structure of the output. Corresponds to the JSON property inferenceGenerationConfig

Returns:



15655
15656
15657
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 15655

def inference_generation_config
  @inference_generation_config
end

#metrics ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1Metric>

Required. The metrics used for evaluation. Corresponds to the JSON property metrics

Returns:



15660
15661
15662
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 15660

def metrics
  @metrics
end

#output_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1OutputConfig

Config for evaluation output. Corresponds to the JSON property outputConfig

Returns:



15665
15666
15667
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 15665

def output_config
  @output_config
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



15672
15673
15674
15675
15676
15677
15678
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 15672

def update!(**args)
  @autorater_config = args[:autorater_config] if args.key?(:autorater_config)
  @dataset_custom_metrics = args[:dataset_custom_metrics] if args.key?(:dataset_custom_metrics)
  @inference_generation_config = args[:inference_generation_config] if args.key?(:inference_generation_config)
  @metrics = args[:metrics] if args.key?(:metrics)
  @output_config = args[:output_config] if args.key?(:output_config)
end