Class: Google::Apis::DocumentaiV1beta3::GoogleCloudDocumentaiV1beta3TrainProcessorVersionRequestFoundationModelTuningOptions

Inherits:

Object

• Object
• Google::Apis::DocumentaiV1beta3::GoogleCloudDocumentaiV1beta3TrainProcessorVersionRequestFoundationModelTuningOptions

Includes:

Core::Hashable, Core::JsonObjectSupport

Defined in:

lib/google/apis/documentai_v1beta3/classes.rb,
lib/google/apis/documentai_v1beta3/representations.rb,
lib/google/apis/documentai_v1beta3/representations.rb

Overview

Options to control foundation model tuning of the processor.

Instance Attribute Summary

• #learning_rate_multiplier ⇒ Float

  Optional.

• #train_steps ⇒ Fixnum

  Optional.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudDocumentaiV1beta3TrainProcessorVersionRequestFoundationModelTuningOptions constructor

  A new instance of GoogleCloudDocumentaiV1beta3TrainProcessorVersionRequestFoundationModelTuningOptions.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudDocumentaiV1beta3TrainProcessorVersionRequestFoundationModelTuningOptions

Returns a new instance of GoogleCloudDocumentaiV1beta3TrainProcessorVersionRequestFoundationModelTuningOptions.

# File 'lib/google/apis/documentai_v1beta3/classes.rb', line 12702

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)

# File 'lib/google/apis/documentai_v1beta3/classes.rb', line 12694

def learning_rate_multiplier
  @learning_rate_multiplier
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)

# File 'lib/google/apis/documentai_v1beta3/classes.rb', line 12700

def train_steps
  @train_steps
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/documentai_v1beta3/classes.rb', line 12707

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