Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ModelDataStats

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

Stats of data used for train or evaluate the Model.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1ModelDataStats

Returns a new instance of GoogleCloudAiplatformV1ModelDataStats.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16404

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

Instance Attribute Details

#test_annotations_count ⇒ Fixnum

Number of Annotations that are used for evaluating this Model. If the Model is evaluated multiple times, this will be the number of test Annotations used by the first evaluation. If the Model is not evaluated, the number is 0. Corresponds to the JSON property testAnnotationsCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16375

def test_annotations_count
  @test_annotations_count
end

#test_data_items_count ⇒ Fixnum

Number of DataItems that were used for evaluating this Model. If the Model is evaluated multiple times, this will be the number of test DataItems used by the first evaluation. If the Model is not evaluated, the number is 0. Corresponds to the JSON property testDataItemsCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16382

def test_data_items_count
  @test_data_items_count
end

#training_annotations_count ⇒ Fixnum

Number of Annotations that are used for training this Model. Corresponds to the JSON property trainingAnnotationsCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16387

def training_annotations_count
  @training_annotations_count
end

#training_data_items_count ⇒ Fixnum

Number of DataItems that were used for training this Model. Corresponds to the JSON property trainingDataItemsCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16392

def training_data_items_count
  @training_data_items_count
end

#validation_annotations_count ⇒ Fixnum

Number of Annotations that are used for validating this Model during training. Corresponds to the JSON property validationAnnotationsCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16397

def validation_annotations_count
  @validation_annotations_count
end

#validation_data_items_count ⇒ Fixnum

Number of DataItems that were used for validating this Model during training. Corresponds to the JSON property validationDataItemsCount

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16402

def validation_data_items_count
  @validation_data_items_count
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 16409

def update!(**args)
  @test_annotations_count = args[:test_annotations_count] if args.key?(:test_annotations_count)
  @test_data_items_count = args[:test_data_items_count] if args.key?(:test_data_items_count)
  @training_annotations_count = args[:training_annotations_count] if args.key?(:training_annotations_count)
  @training_data_items_count = args[:training_data_items_count] if args.key?(:training_data_items_count)
  @validation_annotations_count = args[:validation_annotations_count] if args.key?(:validation_annotations_count)
  @validation_data_items_count = args[:validation_data_items_count] if args.key?(:validation_data_items_count)
end