Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1EvaluationConfig

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

Evaluation Config for Tuning Job.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1EvaluationConfig

Returns a new instance of GoogleCloudAiplatformV1EvaluationConfig.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9654

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

Instance Attribute Details

#autorater_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1AutoraterConfig

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

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9630

def autorater_config
  @autorater_config
end

#dataset_custom_metrics ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1DatasetCustomMetric>

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

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9635

def dataset_custom_metrics
  @dataset_custom_metrics
end

#inference_generation_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1GenerationConfig

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:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9642

def inference_generation_config
  @inference_generation_config
end

#metrics ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1Metric>

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

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9647

def metrics
  @metrics
end

#output_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1OutputConfig

Config for evaluation output. Corresponds to the JSON property outputConfig

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9652

def output_config
  @output_config
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 9659

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