Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ReinforcementTuningSpec

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

Tuning spec for Reinforcement Tuning.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ReinforcementTuningSpec

Returns a new instance of GoogleCloudAiplatformV1beta1ReinforcementTuningSpec.



49929
49930
49931
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 49929

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

Instance Attribute Details

#composite_reward_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1CompositeReinforcementTuningRewardConfig

Composite reward function configuration for reinforcement tuning. Corresponds to the JSON property compositeRewardConfig

Returns:



49901
49902
49903
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 49901

def composite_reward_config
  @composite_reward_config
end

#hyper_parameters ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ReinforcementTuningHyperParameters

Hyperparameters for Reinforcement Tuning. Corresponds to the JSON property hyperParameters

Returns:



49906
49907
49908
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 49906

def hyper_parameters
  @hyper_parameters
end

#single_reward_config ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SingleReinforcementTuningRewardConfig

SingleReinforcementTuningRewardConfig defines a single reward function configuration for RL tuning. Each reward calculation/evaluation consists of two stages: 1. Stage 1: Parses the part of information important from sample response via regex extract, or simply takes the sample response unmodified. 2. Stage 2: Calls the configured reward scorer to compute the reward. Corresponds to the JSON property singleRewardConfig

Returns:



49915
49916
49917
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 49915

def single_reward_config
  @single_reward_config
end

#training_dataset_uri ⇒ String

Cloud Storage path to the file containing training dataset for tuning. The dataset must be formatted as a JSONL file. Corresponds to the JSON property trainingDatasetUri

Returns:

  • (String) 


49921
49922
49923
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 49921

def training_dataset_uri
  @training_dataset_uri
end

#validation_dataset_uri ⇒ String

Cloud Storage path to the file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. Corresponds to the JSON property validationDatasetUri

Returns:

  • (String) 


49927
49928
49929
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 49927

def validation_dataset_uri
  @validation_dataset_uri
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



49934
49935
49936
49937
49938
49939
49940
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 49934

def update!(**args)
  @composite_reward_config = args[:composite_reward_config] if args.key?(:composite_reward_config)
  @hyper_parameters = args[:hyper_parameters] if args.key?(:hyper_parameters)
  @single_reward_config = args[:single_reward_config] if args.key?(:single_reward_config)
  @training_dataset_uri = args[:training_dataset_uri] if args.key?(:training_dataset_uri)
  @validation_dataset_uri = args[:validation_dataset_uri] if args.key?(:validation_dataset_uri)
end