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.



16396
16397
16398
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16396

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) 


16367
16368
16369
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16367

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) 


16374
16375
16376
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16374

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) 


16379
16380
16381
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16379

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) 


16384
16385
16386
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16384

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) 


16389
16390
16391
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16389

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) 


16394
16395
16396
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16394

def validation_data_items_count
  @validation_data_items_count
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



16401
16402
16403
16404
16405
16406
16407
16408
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 16401

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