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  5. ml/v1
  6. getStudy

Google Cloud Native is in preview. Google Cloud Classic is fully supported.

Google Cloud Native v0.32.0 published on Wednesday, Nov 29, 2023 by Pulumi

google-native.ml/v1.getStudy

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Google Cloud Native is in preview. Google Cloud Classic is fully supported.

Google Cloud Native v0.32.0 published on Wednesday, Nov 29, 2023 by Pulumi

Gets a study.

Using getStudy

Two invocation forms are available. The direct form accepts plain arguments and either blocks until the result value is available, or returns a Promise-wrapped result. The output form accepts Input-wrapped arguments and returns an Output-wrapped result.

function getStudy(args: GetStudyArgs, opts?: InvokeOptions): Promise<GetStudyResult>
function getStudyOutput(args: GetStudyOutputArgs, opts?: InvokeOptions): Output<GetStudyResult>
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def get_study(location: Optional[str] = None,
              project: Optional[str] = None,
              study_id: Optional[str] = None,
              opts: Optional[InvokeOptions] = None) -> GetStudyResult
def get_study_output(location: Optional[pulumi.Input[str]] = None,
              project: Optional[pulumi.Input[str]] = None,
              study_id: Optional[pulumi.Input[str]] = None,
              opts: Optional[InvokeOptions] = None) -> Output[GetStudyResult]
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func LookupStudy(ctx *Context, args *LookupStudyArgs, opts ...InvokeOption) (*LookupStudyResult, error)
func LookupStudyOutput(ctx *Context, args *LookupStudyOutputArgs, opts ...InvokeOption) LookupStudyResultOutput
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> Note: This function is named LookupStudy in the Go SDK.

public static class GetStudy 
{
    public static Task<GetStudyResult> InvokeAsync(GetStudyArgs args, InvokeOptions? opts = null)
    public static Output<GetStudyResult> Invoke(GetStudyInvokeArgs args, InvokeOptions? opts = null)
}
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public static CompletableFuture<GetStudyResult> getStudy(GetStudyArgs args, InvokeOptions options)
public static Output<GetStudyResult> getStudy(GetStudyArgs args, InvokeOptions options)
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fn::invoke:
  function: google-native:ml/v1:getStudy
  arguments:
    # arguments dictionary
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The following arguments are supported:

Location This property is required. string
StudyId This property is required. string
Project string
Location This property is required. string
StudyId This property is required. string
Project string
location This property is required. String
studyId This property is required. String
project String
location This property is required. string
studyId This property is required. string
project string
location This property is required. str
study_id This property is required. str
project str
location This property is required. String
studyId This property is required. String
project String

getStudy Result

The following output properties are available:

CreateTime string
Time at which the study was created.
InactiveReason string
A human readable reason why the Study is inactive. This should be empty if a study is ACTIVE or COMPLETED.
Name string
The name of a study.
State string
The detailed state of a study.
StudyConfig Pulumi.GoogleNative.Ml.V1.Outputs.GoogleCloudMlV1__StudyConfigResponse
Configuration of the study.
CreateTime string
Time at which the study was created.
InactiveReason string
A human readable reason why the Study is inactive. This should be empty if a study is ACTIVE or COMPLETED.
Name string
The name of a study.
State string
The detailed state of a study.
StudyConfig GoogleCloudMlV1__StudyConfigResponse
Configuration of the study.
createTime String
Time at which the study was created.
inactiveReason String
A human readable reason why the Study is inactive. This should be empty if a study is ACTIVE or COMPLETED.
name String
The name of a study.
state String
The detailed state of a study.
studyConfig GoogleCloudMlV1__StudyConfigResponse
Configuration of the study.
createTime string
Time at which the study was created.
inactiveReason string
A human readable reason why the Study is inactive. This should be empty if a study is ACTIVE or COMPLETED.
name string
The name of a study.
state string
The detailed state of a study.
studyConfig GoogleCloudMlV1__StudyConfigResponse
Configuration of the study.
create_time str
Time at which the study was created.
inactive_reason str
A human readable reason why the Study is inactive. This should be empty if a study is ACTIVE or COMPLETED.
name str
The name of a study.
state str
The detailed state of a study.
study_config GoogleCloudMlV1StudyConfigResponse
Configuration of the study.
createTime String
Time at which the study was created.
inactiveReason String
A human readable reason why the Study is inactive. This should be empty if a study is ACTIVE or COMPLETED.
name String
The name of a study.
state String
The detailed state of a study.
studyConfig Property Map
Configuration of the study.

Supporting Types

GoogleCloudMlV1_AutomatedStoppingConfig_DecayCurveAutomatedStoppingConfigResponse

UseElapsedTime This property is required. bool
If true, measurement.elapsed_time is used as the x-axis of each Trials Decay Curve. Otherwise, Measurement.steps will be used as the x-axis.
UseElapsedTime This property is required. bool
If true, measurement.elapsed_time is used as the x-axis of each Trials Decay Curve. Otherwise, Measurement.steps will be used as the x-axis.
useElapsedTime This property is required. Boolean
If true, measurement.elapsed_time is used as the x-axis of each Trials Decay Curve. Otherwise, Measurement.steps will be used as the x-axis.
useElapsedTime This property is required. boolean
If true, measurement.elapsed_time is used as the x-axis of each Trials Decay Curve. Otherwise, Measurement.steps will be used as the x-axis.
use_elapsed_time This property is required. bool
If true, measurement.elapsed_time is used as the x-axis of each Trials Decay Curve. Otherwise, Measurement.steps will be used as the x-axis.
useElapsedTime This property is required. Boolean
If true, measurement.elapsed_time is used as the x-axis of each Trials Decay Curve. Otherwise, Measurement.steps will be used as the x-axis.

GoogleCloudMlV1_AutomatedStoppingConfig_MedianAutomatedStoppingConfigResponse

UseElapsedTime This property is required. bool
If true, the median automated stopping rule applies to measurement.use_elapsed_time, which means the elapsed_time field of the current trial's latest measurement is used to compute the median objective value for each completed trial.
UseElapsedTime This property is required. bool
If true, the median automated stopping rule applies to measurement.use_elapsed_time, which means the elapsed_time field of the current trial's latest measurement is used to compute the median objective value for each completed trial.
useElapsedTime This property is required. Boolean
If true, the median automated stopping rule applies to measurement.use_elapsed_time, which means the elapsed_time field of the current trial's latest measurement is used to compute the median objective value for each completed trial.
useElapsedTime This property is required. boolean
If true, the median automated stopping rule applies to measurement.use_elapsed_time, which means the elapsed_time field of the current trial's latest measurement is used to compute the median objective value for each completed trial.
use_elapsed_time This property is required. bool
If true, the median automated stopping rule applies to measurement.use_elapsed_time, which means the elapsed_time field of the current trial's latest measurement is used to compute the median objective value for each completed trial.
useElapsedTime This property is required. Boolean
If true, the median automated stopping rule applies to measurement.use_elapsed_time, which means the elapsed_time field of the current trial's latest measurement is used to compute the median objective value for each completed trial.

GoogleCloudMlV1_StudyConfigParameterSpec_CategoricalValueSpecResponse

Values This property is required. List<string>
Must be specified if type is CATEGORICAL. The list of possible categories.
Values This property is required. []string
Must be specified if type is CATEGORICAL. The list of possible categories.
values This property is required. List<String>
Must be specified if type is CATEGORICAL. The list of possible categories.
values This property is required. string[]
Must be specified if type is CATEGORICAL. The list of possible categories.
values This property is required. Sequence[str]
Must be specified if type is CATEGORICAL. The list of possible categories.
values This property is required. List<String>
Must be specified if type is CATEGORICAL. The list of possible categories.

GoogleCloudMlV1_StudyConfigParameterSpec_DiscreteValueSpecResponse

Values This property is required. List<double>
Must be specified if type is DISCRETE. A list of feasible points. The list should be in strictly increasing order. For instance, this parameter might have possible settings of 1.5, 2.5, and 4.0. This list should not contain more than 1,000 values.
Values This property is required. []float64
Must be specified if type is DISCRETE. A list of feasible points. The list should be in strictly increasing order. For instance, this parameter might have possible settings of 1.5, 2.5, and 4.0. This list should not contain more than 1,000 values.
values This property is required. List<Double>
Must be specified if type is DISCRETE. A list of feasible points. The list should be in strictly increasing order. For instance, this parameter might have possible settings of 1.5, 2.5, and 4.0. This list should not contain more than 1,000 values.
values This property is required. number[]
Must be specified if type is DISCRETE. A list of feasible points. The list should be in strictly increasing order. For instance, this parameter might have possible settings of 1.5, 2.5, and 4.0. This list should not contain more than 1,000 values.
values This property is required. Sequence[float]
Must be specified if type is DISCRETE. A list of feasible points. The list should be in strictly increasing order. For instance, this parameter might have possible settings of 1.5, 2.5, and 4.0. This list should not contain more than 1,000 values.
values This property is required. List<Number>
Must be specified if type is DISCRETE. A list of feasible points. The list should be in strictly increasing order. For instance, this parameter might have possible settings of 1.5, 2.5, and 4.0. This list should not contain more than 1,000 values.

GoogleCloudMlV1_StudyConfigParameterSpec_DoubleValueSpecResponse

MaxValue This property is required. double
Must be specified if type is DOUBLE. Maximum value of the parameter.
MinValue This property is required. double
Must be specified if type is DOUBLE. Minimum value of the parameter.
MaxValue This property is required. float64
Must be specified if type is DOUBLE. Maximum value of the parameter.
MinValue This property is required. float64
Must be specified if type is DOUBLE. Minimum value of the parameter.
maxValue This property is required. Double
Must be specified if type is DOUBLE. Maximum value of the parameter.
minValue This property is required. Double
Must be specified if type is DOUBLE. Minimum value of the parameter.
maxValue This property is required. number
Must be specified if type is DOUBLE. Maximum value of the parameter.
minValue This property is required. number
Must be specified if type is DOUBLE. Minimum value of the parameter.
max_value This property is required. float
Must be specified if type is DOUBLE. Maximum value of the parameter.
min_value This property is required. float
Must be specified if type is DOUBLE. Minimum value of the parameter.
maxValue This property is required. Number
Must be specified if type is DOUBLE. Maximum value of the parameter.
minValue This property is required. Number
Must be specified if type is DOUBLE. Minimum value of the parameter.

GoogleCloudMlV1_StudyConfigParameterSpec_IntegerValueSpecResponse

MaxValue This property is required. string
Must be specified if type is INTEGER. Maximum value of the parameter.
MinValue This property is required. string
Must be specified if type is INTEGER. Minimum value of the parameter.
MaxValue This property is required. string
Must be specified if type is INTEGER. Maximum value of the parameter.
MinValue This property is required. string
Must be specified if type is INTEGER. Minimum value of the parameter.
maxValue This property is required. String
Must be specified if type is INTEGER. Maximum value of the parameter.
minValue This property is required. String
Must be specified if type is INTEGER. Minimum value of the parameter.
maxValue This property is required. string
Must be specified if type is INTEGER. Maximum value of the parameter.
minValue This property is required. string
Must be specified if type is INTEGER. Minimum value of the parameter.
max_value This property is required. str
Must be specified if type is INTEGER. Maximum value of the parameter.
min_value This property is required. str
Must be specified if type is INTEGER. Minimum value of the parameter.
maxValue This property is required. String
Must be specified if type is INTEGER. Maximum value of the parameter.
minValue This property is required. String
Must be specified if type is INTEGER. Minimum value of the parameter.

GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentCategoricalValueSpecResponse

Values This property is required. List<string>
Matches values of the parent parameter with type 'CATEGORICAL'. All values must exist in categorical_value_spec of parent parameter.
Values This property is required. []string
Matches values of the parent parameter with type 'CATEGORICAL'. All values must exist in categorical_value_spec of parent parameter.
values This property is required. List<String>
Matches values of the parent parameter with type 'CATEGORICAL'. All values must exist in categorical_value_spec of parent parameter.
values This property is required. string[]
Matches values of the parent parameter with type 'CATEGORICAL'. All values must exist in categorical_value_spec of parent parameter.
values This property is required. Sequence[str]
Matches values of the parent parameter with type 'CATEGORICAL'. All values must exist in categorical_value_spec of parent parameter.
values This property is required. List<String>
Matches values of the parent parameter with type 'CATEGORICAL'. All values must exist in categorical_value_spec of parent parameter.

GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentDiscreteValueSpecResponse

Values This property is required. List<double>
Matches values of the parent parameter with type 'DISCRETE'. All values must exist in discrete_value_spec of parent parameter.
Values This property is required. []float64
Matches values of the parent parameter with type 'DISCRETE'. All values must exist in discrete_value_spec of parent parameter.
values This property is required. List<Double>
Matches values of the parent parameter with type 'DISCRETE'. All values must exist in discrete_value_spec of parent parameter.
values This property is required. number[]
Matches values of the parent parameter with type 'DISCRETE'. All values must exist in discrete_value_spec of parent parameter.
values This property is required. Sequence[float]
Matches values of the parent parameter with type 'DISCRETE'. All values must exist in discrete_value_spec of parent parameter.
values This property is required. List<Number>
Matches values of the parent parameter with type 'DISCRETE'. All values must exist in discrete_value_spec of parent parameter.

GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentIntValueSpecResponse

Values This property is required. List<string>
Matches values of the parent parameter with type 'INTEGER'. All values must lie in integer_value_spec of parent parameter.
Values This property is required. []string
Matches values of the parent parameter with type 'INTEGER'. All values must lie in integer_value_spec of parent parameter.
values This property is required. List<String>
Matches values of the parent parameter with type 'INTEGER'. All values must lie in integer_value_spec of parent parameter.
values This property is required. string[]
Matches values of the parent parameter with type 'INTEGER'. All values must lie in integer_value_spec of parent parameter.
values This property is required. Sequence[str]
Matches values of the parent parameter with type 'INTEGER'. All values must lie in integer_value_spec of parent parameter.
values This property is required. List<String>
Matches values of the parent parameter with type 'INTEGER'. All values must lie in integer_value_spec of parent parameter.

GoogleCloudMlV1_StudyConfig_MetricSpecResponse

Goal This property is required. string
The optimization goal of the metric.
Metric This property is required. string
The name of the metric.
Goal This property is required. string
The optimization goal of the metric.
Metric This property is required. string
The name of the metric.
goal This property is required. String
The optimization goal of the metric.
metric This property is required. String
The name of the metric.
goal This property is required. string
The optimization goal of the metric.
metric This property is required. string
The name of the metric.
goal This property is required. str
The optimization goal of the metric.
metric This property is required. str
The name of the metric.
goal This property is required. String
The optimization goal of the metric.
metric This property is required. String
The name of the metric.

GoogleCloudMlV1_StudyConfig_ParameterSpecResponse

CategoricalValueSpec This property is required. Pulumi.GoogleNative.Ml.V1.Inputs.GoogleCloudMlV1_StudyConfigParameterSpec_CategoricalValueSpecResponse
The value spec for a 'CATEGORICAL' parameter.
ChildParameterSpecs This property is required. List<Pulumi.GoogleNative.Ml.V1.Inputs.GoogleCloudMlV1_StudyConfig_ParameterSpecResponse>
A child node is active if the parameter's value matches the child node's matching_parent_values. If two items in child_parameter_specs have the same name, they must have disjoint matching_parent_values.
DiscreteValueSpec This property is required. Pulumi.GoogleNative.Ml.V1.Inputs.GoogleCloudMlV1_StudyConfigParameterSpec_DiscreteValueSpecResponse
The value spec for a 'DISCRETE' parameter.
DoubleValueSpec This property is required. Pulumi.GoogleNative.Ml.V1.Inputs.GoogleCloudMlV1_StudyConfigParameterSpec_DoubleValueSpecResponse
The value spec for a 'DOUBLE' parameter.
IntegerValueSpec This property is required. Pulumi.GoogleNative.Ml.V1.Inputs.GoogleCloudMlV1_StudyConfigParameterSpec_IntegerValueSpecResponse
The value spec for an 'INTEGER' parameter.
Parameter This property is required. string
The parameter name must be unique amongst all ParameterSpecs.
ParentCategoricalValues This property is required. Pulumi.GoogleNative.Ml.V1.Inputs.GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentCategoricalValueSpecResponse
ParentDiscreteValues This property is required. Pulumi.GoogleNative.Ml.V1.Inputs.GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentDiscreteValueSpecResponse
ParentIntValues This property is required. Pulumi.GoogleNative.Ml.V1.Inputs.GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentIntValueSpecResponse
ScaleType This property is required. string
How the parameter should be scaled. Leave unset for categorical parameters.
Type This property is required. string
The type of the parameter.
CategoricalValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_CategoricalValueSpecResponse
The value spec for a 'CATEGORICAL' parameter.
ChildParameterSpecs This property is required. []GoogleCloudMlV1_StudyConfig_ParameterSpecResponse
A child node is active if the parameter's value matches the child node's matching_parent_values. If two items in child_parameter_specs have the same name, they must have disjoint matching_parent_values.
DiscreteValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_DiscreteValueSpecResponse
The value spec for a 'DISCRETE' parameter.
DoubleValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_DoubleValueSpecResponse
The value spec for a 'DOUBLE' parameter.
IntegerValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_IntegerValueSpecResponse
The value spec for an 'INTEGER' parameter.
Parameter This property is required. string
The parameter name must be unique amongst all ParameterSpecs.
ParentCategoricalValues This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentCategoricalValueSpecResponse
ParentDiscreteValues This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentDiscreteValueSpecResponse
ParentIntValues This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentIntValueSpecResponse
ScaleType This property is required. string
How the parameter should be scaled. Leave unset for categorical parameters.
Type This property is required. string
The type of the parameter.
categoricalValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_CategoricalValueSpecResponse
The value spec for a 'CATEGORICAL' parameter.
childParameterSpecs This property is required. List<GoogleCloudMlV1_StudyConfig_ParameterSpecResponse>
A child node is active if the parameter's value matches the child node's matching_parent_values. If two items in child_parameter_specs have the same name, they must have disjoint matching_parent_values.
discreteValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_DiscreteValueSpecResponse
The value spec for a 'DISCRETE' parameter.
doubleValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_DoubleValueSpecResponse
The value spec for a 'DOUBLE' parameter.
integerValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_IntegerValueSpecResponse
The value spec for an 'INTEGER' parameter.
parameter This property is required. String
The parameter name must be unique amongst all ParameterSpecs.
parentCategoricalValues This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentCategoricalValueSpecResponse
parentDiscreteValues This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentDiscreteValueSpecResponse
parentIntValues This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentIntValueSpecResponse
scaleType This property is required. String
How the parameter should be scaled. Leave unset for categorical parameters.
type This property is required. String
The type of the parameter.
categoricalValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_CategoricalValueSpecResponse
The value spec for a 'CATEGORICAL' parameter.
childParameterSpecs This property is required. GoogleCloudMlV1_StudyConfig_ParameterSpecResponse[]
A child node is active if the parameter's value matches the child node's matching_parent_values. If two items in child_parameter_specs have the same name, they must have disjoint matching_parent_values.
discreteValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_DiscreteValueSpecResponse
The value spec for a 'DISCRETE' parameter.
doubleValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_DoubleValueSpecResponse
The value spec for a 'DOUBLE' parameter.
integerValueSpec This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_IntegerValueSpecResponse
The value spec for an 'INTEGER' parameter.
parameter This property is required. string
The parameter name must be unique amongst all ParameterSpecs.
parentCategoricalValues This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentCategoricalValueSpecResponse
parentDiscreteValues This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentDiscreteValueSpecResponse
parentIntValues This property is required. GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentIntValueSpecResponse
scaleType This property is required. string
How the parameter should be scaled. Leave unset for categorical parameters.
type This property is required. string
The type of the parameter.
categorical_value_spec This property is required. GoogleCloudMlV1StudyConfigParameterSpec_CategoricalValueSpecResponse
The value spec for a 'CATEGORICAL' parameter.
child_parameter_specs This property is required. Sequence[GoogleCloudMlV1StudyConfig_ParameterSpecResponse]
A child node is active if the parameter's value matches the child node's matching_parent_values. If two items in child_parameter_specs have the same name, they must have disjoint matching_parent_values.
discrete_value_spec This property is required. GoogleCloudMlV1StudyConfigParameterSpec_DiscreteValueSpecResponse
The value spec for a 'DISCRETE' parameter.
double_value_spec This property is required. GoogleCloudMlV1StudyConfigParameterSpec_DoubleValueSpecResponse
The value spec for a 'DOUBLE' parameter.
integer_value_spec This property is required. GoogleCloudMlV1StudyConfigParameterSpec_IntegerValueSpecResponse
The value spec for an 'INTEGER' parameter.
parameter This property is required. str
The parameter name must be unique amongst all ParameterSpecs.
parent_categorical_values This property is required. GoogleCloudMlV1StudyConfigParameterSpec_MatchingParentCategoricalValueSpecResponse
parent_discrete_values This property is required. GoogleCloudMlV1StudyConfigParameterSpec_MatchingParentDiscreteValueSpecResponse
parent_int_values This property is required. GoogleCloudMlV1StudyConfigParameterSpec_MatchingParentIntValueSpecResponse
scale_type This property is required. str
How the parameter should be scaled. Leave unset for categorical parameters.
type This property is required. str
The type of the parameter.
categoricalValueSpec This property is required. Property Map
The value spec for a 'CATEGORICAL' parameter.
childParameterSpecs This property is required. List<Property Map>
A child node is active if the parameter's value matches the child node's matching_parent_values. If two items in child_parameter_specs have the same name, they must have disjoint matching_parent_values.
discreteValueSpec This property is required. Property Map
The value spec for a 'DISCRETE' parameter.
doubleValueSpec This property is required. Property Map
The value spec for a 'DOUBLE' parameter.
integerValueSpec This property is required. Property Map
The value spec for an 'INTEGER' parameter.
parameter This property is required. String
The parameter name must be unique amongst all ParameterSpecs.
parentCategoricalValues This property is required. Property Map
parentDiscreteValues This property is required. Property Map
parentIntValues This property is required. Property Map
scaleType This property is required. String
How the parameter should be scaled. Leave unset for categorical parameters.
type This property is required. String
The type of the parameter.

GoogleCloudMlV1__AutomatedStoppingConfigResponse

decayCurveStoppingConfig This property is required. Property Map
medianAutomatedStoppingConfig This property is required. Property Map

GoogleCloudMlV1__StudyConfigResponse

Algorithm This property is required. string
The search algorithm specified for the study.
AutomatedStoppingConfig This property is required. Pulumi.GoogleNative.Ml.V1.Inputs.GoogleCloudMlV1__AutomatedStoppingConfigResponse
Configuration for automated stopping of unpromising Trials.
Metrics This property is required. List<Pulumi.GoogleNative.Ml.V1.Inputs.GoogleCloudMlV1_StudyConfig_MetricSpecResponse>
Metric specs for the study.
Parameters This property is required. List<Pulumi.GoogleNative.Ml.V1.Inputs.GoogleCloudMlV1_StudyConfig_ParameterSpecResponse>
The set of parameters to tune.
Algorithm This property is required. string
The search algorithm specified for the study.
AutomatedStoppingConfig This property is required. GoogleCloudMlV1__AutomatedStoppingConfigResponse
Configuration for automated stopping of unpromising Trials.
Metrics This property is required. []GoogleCloudMlV1_StudyConfig_MetricSpecResponse
Metric specs for the study.
Parameters This property is required. []GoogleCloudMlV1_StudyConfig_ParameterSpecResponse
The set of parameters to tune.
algorithm This property is required. String
The search algorithm specified for the study.
automatedStoppingConfig This property is required. GoogleCloudMlV1__AutomatedStoppingConfigResponse
Configuration for automated stopping of unpromising Trials.
metrics This property is required. List<GoogleCloudMlV1_StudyConfig_MetricSpecResponse>
Metric specs for the study.
parameters This property is required. List<GoogleCloudMlV1_StudyConfig_ParameterSpecResponse>
The set of parameters to tune.
algorithm This property is required. string
The search algorithm specified for the study.
automatedStoppingConfig This property is required. GoogleCloudMlV1__AutomatedStoppingConfigResponse
Configuration for automated stopping of unpromising Trials.
metrics This property is required. GoogleCloudMlV1_StudyConfig_MetricSpecResponse[]
Metric specs for the study.
parameters This property is required. GoogleCloudMlV1_StudyConfig_ParameterSpecResponse[]
The set of parameters to tune.
algorithm This property is required. str
The search algorithm specified for the study.
automated_stopping_config This property is required. GoogleCloudMlV1AutomatedStoppingConfigResponse
Configuration for automated stopping of unpromising Trials.
metrics This property is required. Sequence[GoogleCloudMlV1StudyConfig_MetricSpecResponse]
Metric specs for the study.
parameters This property is required. Sequence[GoogleCloudMlV1StudyConfig_ParameterSpecResponse]
The set of parameters to tune.
algorithm This property is required. String
The search algorithm specified for the study.
automatedStoppingConfig This property is required. Property Map
Configuration for automated stopping of unpromising Trials.
metrics This property is required. List<Property Map>
Metric specs for the study.
parameters This property is required. List<Property Map>
The set of parameters to tune.

Package Details

Repository
Google Cloud Native pulumi/pulumi-google-native
License
Apache-2.0

Google Cloud Native is in preview. Google Cloud Classic is fully supported.

Google Cloud Native v0.32.0 published on Wednesday, Nov 29, 2023 by Pulumi