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
Namespace
Google \ Cloud \ AIPlatform \ V1 \ StudySpecMethods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ double_value_spec |
ParameterSpec\DoubleValueSpec
The value spec for a 'DOUBLE' parameter. |
↳ integer_value_spec |
ParameterSpec\IntegerValueSpec
The value spec for an 'INTEGER' parameter. |
↳ categorical_value_spec |
ParameterSpec\CategoricalValueSpec
The value spec for a 'CATEGORICAL' parameter. |
↳ discrete_value_spec |
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 |
↳ conditional_parameter_specs |
array<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.
| Returns | |
|---|---|
| Type | Description |
ParameterSpec\DoubleValueSpec|null |
|
hasDoubleValueSpec
setDoubleValueSpec
The value spec for a 'DOUBLE' parameter.
| Parameter | |
|---|---|
| Name | Description |
var |
ParameterSpec\DoubleValueSpec
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getIntegerValueSpec
The value spec for an 'INTEGER' parameter.
| Returns | |
|---|---|
| Type | Description |
ParameterSpec\IntegerValueSpec|null |
|
hasIntegerValueSpec
setIntegerValueSpec
The value spec for an 'INTEGER' parameter.
| Parameter | |
|---|---|
| Name | Description |
var |
ParameterSpec\IntegerValueSpec
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getCategoricalValueSpec
The value spec for a 'CATEGORICAL' parameter.
| Returns | |
|---|---|
| Type | Description |
ParameterSpec\CategoricalValueSpec|null |
|
hasCategoricalValueSpec
setCategoricalValueSpec
The value spec for a 'CATEGORICAL' parameter.
| Parameter | |
|---|---|
| Name | Description |
var |
ParameterSpec\CategoricalValueSpec
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getDiscreteValueSpec
The value spec for a 'DISCRETE' parameter.
| Returns | |
|---|---|
| Type | Description |
ParameterSpec\DiscreteValueSpec|null |
|
hasDiscreteValueSpec
setDiscreteValueSpec
The value spec for a 'DISCRETE' parameter.
| Parameter | |
|---|---|
| Name | Description |
var |
ParameterSpec\DiscreteValueSpec
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getParameterId
Required. The ID of the parameter. Must not contain whitespaces and must be unique amongst all ParameterSpecs.
| Returns | |
|---|---|
| Type | Description |
string |
|
setParameterId
Required. The ID of the parameter. Must not contain whitespaces and must be unique amongst all ParameterSpecs.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getScaleType
How the parameter should be scaled.
Leave unset for CATEGORICAL parameters.
| Returns | |
|---|---|
| Type | Description |
int |
|
setScaleType
How the parameter should be scaled.
Leave unset for CATEGORICAL parameters.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$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.
| Returns | |
|---|---|
| Type | Description |
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.
| Parameter | |
|---|---|
| Name | Description |
var |
array<ParameterSpec\ConditionalParameterSpec>
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getParameterValueSpec
| Returns | |
|---|---|
| Type | Description |
string |
|