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.



17902
17903
17904
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17902

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) 


17873
17874
17875
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17873

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) 


17880
17881
17882
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17880

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) 


17885
17886
17887
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17885

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) 


17890
17891
17892
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17890

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) 


17895
17896
17897
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17895

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) 


17900
17901
17902
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17900

def validation_data_items_count
  @validation_data_items_count
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



17907
17908
17909
17910
17911
17912
17913
17914
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 17907

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