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 11339

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, 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 11331

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, 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 11337

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 11344

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