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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec.
Represents a single parameter to optimize.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#categorical_value_spec
def categorical_value_spec() -> ::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::CategoricalValueSpec
Returns
- (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::CategoricalValueSpec) — The value spec for a 'CATEGORICAL' parameter.
#categorical_value_spec=
def categorical_value_spec=(value) -> ::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::CategoricalValueSpec
Parameter
- value (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::CategoricalValueSpec) — The value spec for a 'CATEGORICAL' parameter.
Returns
- (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::CategoricalValueSpec) — The value spec for a 'CATEGORICAL' parameter.
#conditional_parameter_specs
def conditional_parameter_specs() -> ::Array<::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::ConditionalParameterSpec>
Returns
-
(::Array<::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::ConditionalParameterSpec>) — A conditional parameter node is active if the parameter's value matches
the conditional node's parent_value_condition.
If two items in conditional_parameter_specs have the same name, they must have disjoint parent_value_condition.
#conditional_parameter_specs=
def conditional_parameter_specs=(value) -> ::Array<::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::ConditionalParameterSpec>
Parameter
-
value (::Array<::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::ConditionalParameterSpec>) — A conditional parameter node is active if the parameter's value matches
the conditional node's parent_value_condition.
If two items in conditional_parameter_specs have the same name, they must have disjoint parent_value_condition.
Returns
-
(::Array<::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::ConditionalParameterSpec>) — A conditional parameter node is active if the parameter's value matches
the conditional node's parent_value_condition.
If two items in conditional_parameter_specs have the same name, they must have disjoint parent_value_condition.
#discrete_value_spec
def discrete_value_spec() -> ::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DiscreteValueSpec
Returns
- (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DiscreteValueSpec) — The value spec for a 'DISCRETE' parameter.
#discrete_value_spec=
def discrete_value_spec=(value) -> ::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DiscreteValueSpec
Parameter
- value (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DiscreteValueSpec) — The value spec for a 'DISCRETE' parameter.
Returns
- (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DiscreteValueSpec) — The value spec for a 'DISCRETE' parameter.
#double_value_spec
def double_value_spec() -> ::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DoubleValueSpec
Returns
- (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DoubleValueSpec) — The value spec for a 'DOUBLE' parameter.
#double_value_spec=
def double_value_spec=(value) -> ::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DoubleValueSpec
Parameter
- value (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DoubleValueSpec) — The value spec for a 'DOUBLE' parameter.
Returns
- (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::DoubleValueSpec) — The value spec for a 'DOUBLE' parameter.
#integer_value_spec
def integer_value_spec() -> ::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::IntegerValueSpec
Returns
- (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::IntegerValueSpec) — The value spec for an 'INTEGER' parameter.
#integer_value_spec=
def integer_value_spec=(value) -> ::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::IntegerValueSpec
Parameter
- value (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::IntegerValueSpec) — The value spec for an 'INTEGER' parameter.
Returns
- (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::IntegerValueSpec) — The value spec for an 'INTEGER' parameter.
#parameter_id
def parameter_id() -> ::String
Returns
- (::String) — Required. The ID of the parameter. Must not contain whitespaces and must be unique amongst all ParameterSpecs.
#parameter_id=
def parameter_id=(value) -> ::String
Parameter
- value (::String) — Required. The ID of the parameter. Must not contain whitespaces and must be unique amongst all ParameterSpecs.
Returns
- (::String) — Required. The ID of the parameter. Must not contain whitespaces and must be unique amongst all ParameterSpecs.
#scale_type
def scale_type() -> ::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::ScaleType
Returns
-
(::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::ScaleType) — How the parameter should be scaled.
Leave unset for
CATEGORICALparameters.
#scale_type=
def scale_type=(value) -> ::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::ScaleType
Parameter
-
value (::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::ScaleType) — How the parameter should be scaled.
Leave unset for
CATEGORICALparameters.
Returns
-
(::Google::Cloud::AIPlatform::V1::StudySpec::ParameterSpec::ScaleType) — How the parameter should be scaled.
Leave unset for
CATEGORICALparameters.