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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ParameterSpec.
Represents a single parameter to optimize.
Generated from protobuf message google.cloud.aiplatform.v1.StudySpec.ParameterSpec
Methods
__construct
Constructor.
data
array
Optional. Data for populating the Message object.
↳ double_value_spec
Google\Cloud\AIPlatform\V1\StudySpec\ParameterSpec\DoubleValueSpec
The value spec for a 'DOUBLE' parameter.
↳ integer_value_spec
Google\Cloud\AIPlatform\V1\StudySpec\ParameterSpec\IntegerValueSpec
The value spec for an 'INTEGER' parameter.
↳ categorical_value_spec
Google\Cloud\AIPlatform\V1\StudySpec\ParameterSpec\CategoricalValueSpec
The value spec for a 'CATEGORICAL' parameter.
↳ discrete_value_spec
Google\Cloud\AIPlatform\V1\StudySpec\ParameterSpec\DiscreteValueSpec
The value spec for a 'DISCRETE' parameter.
↳ parameter_id
string
Required. The ID of the parameter. Must not contain whitespaces and must be unique amongst all ParameterSpecs.
↳ scale_type
int
How the parameter should be scaled. Leave unset for CATEGORICAL
parameters.
↳ conditional_parameter_specs
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.
getDoubleValueSpec
The value spec for a 'DOUBLE' parameter.
Generated from protobuf field .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DoubleValueSpec double_value_spec = 2;
hasDoubleValueSpec
setDoubleValueSpec
The value spec for a 'DOUBLE' parameter.
Generated from protobuf field .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DoubleValueSpec double_value_spec = 2;
$this
getIntegerValueSpec
The value spec for an 'INTEGER' parameter.
Generated from protobuf field .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.IntegerValueSpec integer_value_spec = 3;
hasIntegerValueSpec
setIntegerValueSpec
The value spec for an 'INTEGER' parameter.
Generated from protobuf field .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.IntegerValueSpec integer_value_spec = 3;
$this
getCategoricalValueSpec
The value spec for a 'CATEGORICAL' parameter.
Generated from protobuf field .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.CategoricalValueSpec categorical_value_spec = 4;
hasCategoricalValueSpec
setCategoricalValueSpec
The value spec for a 'CATEGORICAL' parameter.
Generated from protobuf field .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.CategoricalValueSpec categorical_value_spec = 4;
$this
getDiscreteValueSpec
The value spec for a 'DISCRETE' parameter.
Generated from protobuf field .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DiscreteValueSpec discrete_value_spec = 5;
hasDiscreteValueSpec
setDiscreteValueSpec
The value spec for a 'DISCRETE' parameter.
Generated from protobuf field .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DiscreteValueSpec discrete_value_spec = 5;
$this
getParameterId
Required. The ID of the parameter. Must not contain whitespaces and must be unique amongst all ParameterSpecs.
Generated from protobuf field string parameter_id = 1 [(.google.api.field_behavior) = REQUIRED];
string
setParameterId
Required. The ID of the parameter. Must not contain whitespaces and must be unique amongst all ParameterSpecs.
Generated from protobuf field string parameter_id = 1 [(.google.api.field_behavior) = REQUIRED];
var
string
$this
getScaleType
How the parameter should be scaled.
Leave unset for CATEGORICAL
parameters.
Generated from protobuf field .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ScaleType scale_type = 6;
int
setScaleType
How the parameter should be scaled.
Leave unset for CATEGORICAL
parameters.
Generated from protobuf field .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ScaleType scale_type = 6;
var
int
$this
getConditionalParameterSpecs
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.
Generated from protobuf field repeated .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec conditional_parameter_specs = 10;
Google\Protobuf\Internal\RepeatedField
setConditionalParameterSpecs
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.
Generated from protobuf field repeated .google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec conditional_parameter_specs = 10;
$this
getParameterValueSpec
string
