Class: Google::Apis::DocumentaiV1::GoogleCloudDocumentaiV1TrainProcessorVersionRequestFoundationModelTuningOptions

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/documentai_v1/classes.rb,
lib/google/apis/documentai_v1/representations.rb,
lib/google/apis/documentai_v1/representations.rb

Overview

Options to control foundation model tuning of the processor.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudDocumentaiV1TrainProcessorVersionRequestFoundationModelTuningOptions

Returns a new instance of GoogleCloudDocumentaiV1TrainProcessorVersionRequestFoundationModelTuningOptions.



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# File 'lib/google/apis/documentai_v1/classes.rb', line 8109

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

Instance Attribute Details

#learning_rate_multiplier ⇒ Float

Optional. The multiplier to apply to the recommended learning rate. Valid values are between 0.1 and 10. If not provided, recommended learning rate will be used. Corresponds to the JSON property learningRateMultiplier

Returns:

  • (Float) 


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# File 'lib/google/apis/documentai_v1/classes.rb', line 8092

def learning_rate_multiplier
  @learning_rate_multiplier
end

#previous_fine_tuned_processor_version_name ⇒ String

Optional. Resource name of a previously fine tuned version id to copy the overwritten configs from. The base_processor_version should be newer than the base processor version used to fine tune this provided processor version. Format: projects/project/locations/location/processors/processor/ processorVersions/processorVersion`. Corresponds to the JSON propertypreviousFineTunedProcessorVersionName`

Returns:

  • (String) 


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# File 'lib/google/apis/documentai_v1/classes.rb', line 8101

def previous_fine_tuned_processor_version_name
  @previous_fine_tuned_processor_version_name
end

#train_steps ⇒ Fixnum

Optional. The number of steps to run for model tuning. Valid values are between 1 and 400. If not provided, recommended steps will be used. Corresponds to the JSON property trainSteps

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/documentai_v1/classes.rb', line 8107

def train_steps
  @train_steps
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/documentai_v1/classes.rb', line 8114

def update!(**args)
  @learning_rate_multiplier = args[:learning_rate_multiplier] if args.key?(:learning_rate_multiplier)
  @previous_fine_tuned_processor_version_name = args[:previous_fine_tuned_processor_version_name] if args.key?(:previous_fine_tuned_processor_version_name)
  @train_steps = args[:train_steps] if args.key?(:train_steps)
end