Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SampleConfig

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

Active learning data sampling config. For every active learning labeling iteration, it will select a batch of data based on the sampling strategy.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SampleConfig

Returns a new instance of GoogleCloudAiplatformV1SampleConfig.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18693

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

Instance Attribute Details

#following_batch_sample_percentage ⇒ Fixnum

The percentage of data needed to be labeled in each following batch (except the first batch). Corresponds to the JSON property followingBatchSamplePercentage

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18680

def following_batch_sample_percentage
  @following_batch_sample_percentage
end

#initial_batch_sample_percentage ⇒ Fixnum

The percentage of data needed to be labeled in the first batch. Corresponds to the JSON property initialBatchSamplePercentage

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18685

def initial_batch_sample_percentage
  @initial_batch_sample_percentage
end

#sample_strategy ⇒ String

Field to choose sampling strategy. Sampling strategy will decide which data should be selected for human labeling in every batch. Corresponds to the JSON property sampleStrategy

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18691

def sample_strategy
  @sample_strategy
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 18698

def update!(**args)
  @following_batch_sample_percentage = args[:following_batch_sample_percentage] if args.key?(:following_batch_sample_percentage)
  @initial_batch_sample_percentage = args[:initial_batch_sample_percentage] if args.key?(:initial_batch_sample_percentage)
  @sample_strategy = args[:sample_strategy] if args.key?(:sample_strategy)
end