Class: Google::Cloud::AIPlatform::V1::SupervisedHyperParameters

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/tuning_job.rb

Overview

Hyperparameters for SFT.

Defined Under Namespace

Modules: AdapterSize

Instance Attribute Summary collapse

Instance Attribute Details

#adapter_size ⇒ ::Google::Cloud::AIPlatform::V1::SupervisedHyperParameters::AdapterSize

Returns Optional. Adapter size for tuning.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 281

class SupervisedHyperParameters
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Supported adapter sizes for tuning.
  module AdapterSize
    # Adapter size is unspecified.
    ADAPTER_SIZE_UNSPECIFIED = 0

    # Adapter size 1.
    ADAPTER_SIZE_ONE = 1

    # Adapter size 2.
    ADAPTER_SIZE_TWO = 6

    # Adapter size 4.
    ADAPTER_SIZE_FOUR = 2

    # Adapter size 8.
    ADAPTER_SIZE_EIGHT = 3

    # Adapter size 16.
    ADAPTER_SIZE_SIXTEEN = 4

    # Adapter size 32.
    ADAPTER_SIZE_THIRTY_TWO = 5
  end
end

#epoch_count ⇒ ::Integer

Returns Optional. Number of complete passes the model makes over the entire training dataset during training.

Returns:

  • (::Integer) —

    Optional. Number of complete passes the model makes over the entire training dataset during training.



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 281

class SupervisedHyperParameters
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Supported adapter sizes for tuning.
  module AdapterSize
    # Adapter size is unspecified.
    ADAPTER_SIZE_UNSPECIFIED = 0

    # Adapter size 1.
    ADAPTER_SIZE_ONE = 1

    # Adapter size 2.
    ADAPTER_SIZE_TWO = 6

    # Adapter size 4.
    ADAPTER_SIZE_FOUR = 2

    # Adapter size 8.
    ADAPTER_SIZE_EIGHT = 3

    # Adapter size 16.
    ADAPTER_SIZE_SIXTEEN = 4

    # Adapter size 32.
    ADAPTER_SIZE_THIRTY_TWO = 5
  end
end

#learning_rate_multiplier ⇒ ::Float

Returns Optional. Multiplier for adjusting the default learning rate.

Returns:

  • (::Float) —

    Optional. Multiplier for adjusting the default learning rate.



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 281

class SupervisedHyperParameters
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Supported adapter sizes for tuning.
  module AdapterSize
    # Adapter size is unspecified.
    ADAPTER_SIZE_UNSPECIFIED = 0

    # Adapter size 1.
    ADAPTER_SIZE_ONE = 1

    # Adapter size 2.
    ADAPTER_SIZE_TWO = 6

    # Adapter size 4.
    ADAPTER_SIZE_FOUR = 2

    # Adapter size 8.
    ADAPTER_SIZE_EIGHT = 3

    # Adapter size 16.
    ADAPTER_SIZE_SIXTEEN = 4

    # Adapter size 32.
    ADAPTER_SIZE_THIRTY_TWO = 5
  end
end