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.



13576
13577
13578
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13576

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) 


13547
13548
13549
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13547

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) 


13554
13555
13556
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13554

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) 


13559
13560
13561
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13559

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) 


13564
13565
13566
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13564

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) 


13569
13570
13571
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13569

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) 


13574
13575
13576
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13574

def validation_data_items_count
  @validation_data_items_count
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



13581
13582
13583
13584
13585
13586
13587
13588
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 13581

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