Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SupervisedTuningDataStats

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

Tuning data statistics for Supervised Tuning.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SupervisedTuningDataStats

Returns a new instance of GoogleCloudAiplatformV1SupervisedTuningDataStats.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35061

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

Instance Attribute Details

#dropped_example_reasons ⇒ Array<String>

Output only. For each index in truncated_example_indices, the user-facing reason why the example was dropped. Must not include example itself. Corresponds to the JSON property droppedExampleReasons

Returns:

  • (Array<String>) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35001

def dropped_example_reasons
  @dropped_example_reasons
end

#total_billable_character_count ⇒ Fixnum

Output only. Number of billable characters in the tuning dataset. Corresponds to the JSON property totalBillableCharacterCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35006

def total_billable_character_count
  @total_billable_character_count
end

#total_billable_token_count ⇒ Fixnum

Output only. Number of billable tokens in the tuning dataset. Corresponds to the JSON property totalBillableTokenCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35011

def total_billable_token_count
  @total_billable_token_count
end

#total_truncated_example_count ⇒ Fixnum

Output only. The number of examples in the dataset that have been dropped. An example can be dropped for reasons including: too many tokens, contains an invalid image, contains too many images, etc. Corresponds to the JSON property totalTruncatedExampleCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35018

def total_truncated_example_count
  @total_truncated_example_count
end

#total_tuning_character_count ⇒ Fixnum

Output only. Number of tuning characters in the tuning dataset. Corresponds to the JSON property totalTuningCharacterCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35023

def total_tuning_character_count
  @total_tuning_character_count
end

#truncated_example_indices ⇒ Array<Fixnum>

Output only. A partial sample of the indices (starting from 1) of the dropped examples. Corresponds to the JSON property truncatedExampleIndices

Returns:

  • (Array<Fixnum>) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35029

def truncated_example_indices
  @truncated_example_indices
end

#tuning_dataset_example_count ⇒ Fixnum

Output only. Number of examples in the tuning dataset. Corresponds to the JSON property tuningDatasetExampleCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35034

def tuning_dataset_example_count
  @tuning_dataset_example_count
end

#tuning_step_count ⇒ Fixnum

Output only. Number of tuning steps for this Tuning Job. Corresponds to the JSON property tuningStepCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35039

def tuning_step_count
  @tuning_step_count
end

#user_dataset_examples ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1Content>

Output only. Sample user messages in the training dataset uri. Corresponds to the JSON property userDatasetExamples

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35044

def user_dataset_examples
  @user_dataset_examples
end

#user_input_token_distribution ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution

Dataset distribution for Supervised Tuning. Corresponds to the JSON property userInputTokenDistribution

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35049

def user_input_token_distribution
  @user_input_token_distribution
end

#user_message_per_example_distribution ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution

Dataset distribution for Supervised Tuning. Corresponds to the JSON property userMessagePerExampleDistribution

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35054

def user_message_per_example_distribution
  @user_message_per_example_distribution
end

#user_output_token_distribution ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SupervisedTuningDatasetDistribution

Dataset distribution for Supervised Tuning. Corresponds to the JSON property userOutputTokenDistribution

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 35059

def user_output_token_distribution
  @user_output_token_distribution
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 35066

def update!(**args)
  @dropped_example_reasons = args[:dropped_example_reasons] if args.key?(:dropped_example_reasons)
  @total_billable_character_count = args[:total_billable_character_count] if args.key?(:total_billable_character_count)
  @total_billable_token_count = args[:total_billable_token_count] if args.key?(:total_billable_token_count)
  @total_truncated_example_count = args[:total_truncated_example_count] if args.key?(:total_truncated_example_count)
  @total_tuning_character_count = args[:total_tuning_character_count] if args.key?(:total_tuning_character_count)
  @truncated_example_indices = args[:truncated_example_indices] if args.key?(:truncated_example_indices)
  @tuning_dataset_example_count = args[:tuning_dataset_example_count] if args.key?(:tuning_dataset_example_count)
  @tuning_step_count = args[:tuning_step_count] if args.key?(:tuning_step_count)
  @user_dataset_examples = args[:user_dataset_examples] if args.key?(:user_dataset_examples)
  @user_input_token_distribution = args[:user_input_token_distribution] if args.key?(:user_input_token_distribution)
  @user_message_per_example_distribution = args[:user_message_per_example_distribution] if args.key?(:user_message_per_example_distribution)
  @user_output_token_distribution = args[:user_output_token_distribution] if args.key?(:user_output_token_distribution)
end