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.



14994
14995
14996
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14994

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) 


14965
14966
14967
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14965

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) 


14972
14973
14974
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14972

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) 


14977
14978
14979
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14977

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) 


14982
14983
14984
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14982

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) 


14987
14988
14989
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14987

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) 


14992
14993
14994
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14992

def validation_data_items_count
  @validation_data_items_count
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



14999
15000
15001
15002
15003
15004
15005
15006
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 14999

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