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>
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]
func LookupStudy(ctx *Context, args *LookupStudyArgs, opts ...InvokeOption) (*LookupStudyResult, error)
func LookupStudyOutput(ctx *Context, args *LookupStudyOutputArgs, opts ...InvokeOption) LookupStudyResultOutput
> 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)
}
public static CompletableFuture<GetStudyResult> getStudy(GetStudyArgs args, InvokeOptions options)
public static Output<GetStudyResult> getStudy(GetStudyArgs args, InvokeOptions options)
fn::invoke:
function: google-native:ml/v1:getStudy
arguments:
# arguments dictionary
The following arguments are supported:
getStudy Result
The following output properties are available:
- Create
Time string - Time at which the study was created.
- Inactive
Reason 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.
- Study
Config Pulumi.Google Native. Ml. V1. Outputs. Google Cloud Ml V1__Study Config Response - Configuration of the study.
- Create
Time string - Time at which the study was created.
- Inactive
Reason 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.
- Study
Config GoogleCloud Ml V1__Study Config Response - Configuration of the study.
- create
Time String - Time at which the study was created.
- inactive
Reason 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.
- study
Config GoogleCloud Ml V1__Study Config Response - Configuration of the study.
- create
Time string - Time at which the study was created.
- inactive
Reason 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.
- study
Config GoogleCloud Ml V1__Study Config Response - 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 GoogleCloud Ml V1Study Config Response - Configuration of the study.
- create
Time String - Time at which the study was created.
- inactive
Reason 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.
- study
Config Property Map - Configuration of the study.
Supporting Types
GoogleCloudMlV1_AutomatedStoppingConfig_DecayCurveAutomatedStoppingConfigResponse
- 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.
- 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.
- use
Elapsed Time 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. 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.
- use
Elapsed Time 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
- 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.
- 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.
- use
Elapsed Time 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. 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.
- use
Elapsed Time 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
GoogleCloudMlV1_StudyConfigParameterSpec_IntegerValueSpecResponse
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
GoogleCloudMlV1_StudyConfig_ParameterSpecResponse
- Categorical
Value Spec This property is required. Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Study Config Parameter Spec_Categorical Value Spec Response - The value spec for a 'CATEGORICAL' parameter.
- Child
Parameter Specs This property is required. List<Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Study Config_Parameter Spec Response> - 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. Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Study Config Parameter Spec_Discrete Value Spec Response - The value spec for a 'DISCRETE' parameter.
- Double
Value Spec This property is required. Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Study Config Parameter Spec_Double Value Spec Response - The value spec for a 'DOUBLE' parameter.
- Integer
Value Spec This property is required. Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Study Config Parameter Spec_Integer Value Spec Response - The value spec for an 'INTEGER' parameter.
- Parameter
This property is required. string - The parameter name must be unique amongst all ParameterSpecs.
- Parent
Categorical Values This property is required. Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Study Config Parameter Spec_Matching Parent Categorical Value Spec Response - Parent
Discrete Values This property is required. Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Study Config Parameter Spec_Matching Parent Discrete Value Spec Response - Parent
Int Values This property is required. Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Study Config Parameter Spec_Matching Parent Int Value Spec Response - Scale
Type 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. GoogleCloud Ml V1_Study Config Parameter Spec_Categorical Value Spec Response - The value spec for a 'CATEGORICAL' parameter.
- Child
Parameter Specs This property is required. []GoogleCloud Ml V1_Study Config_Parameter Spec Response - 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. GoogleCloud Ml V1_Study Config Parameter Spec_Discrete Value Spec Response - The value spec for a 'DISCRETE' parameter.
- Double
Value Spec This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Double Value Spec Response - The value spec for a 'DOUBLE' parameter.
- Integer
Value Spec This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Integer Value Spec Response - The value spec for an 'INTEGER' parameter.
- Parameter
This property is required. string - The parameter name must be unique amongst all ParameterSpecs.
- Parent
Categorical Values This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Matching Parent Categorical Value Spec Response - Parent
Discrete Values This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Matching Parent Discrete Value Spec Response - Parent
Int Values This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Matching Parent Int Value Spec Response - Scale
Type 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. GoogleCloud Ml V1_Study Config Parameter Spec_Categorical Value Spec Response - The value spec for a 'CATEGORICAL' parameter.
- child
Parameter Specs This property is required. List<GoogleCloud Ml V1_Study Config_Parameter Spec Response> - 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. GoogleCloud Ml V1_Study Config Parameter Spec_Discrete Value Spec Response - The value spec for a 'DISCRETE' parameter.
- double
Value Spec This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Double Value Spec Response - The value spec for a 'DOUBLE' parameter.
- integer
Value Spec This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Integer Value Spec Response - The value spec for an 'INTEGER' parameter.
- parameter
This property is required. String - The parameter name must be unique amongst all ParameterSpecs.
- parent
Categorical Values This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Matching Parent Categorical Value Spec Response - parent
Discrete Values This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Matching Parent Discrete Value Spec Response - parent
Int Values This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Matching Parent Int Value Spec Response - scale
Type 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. GoogleCloud Ml V1_Study Config Parameter Spec_Categorical Value Spec Response - The value spec for a 'CATEGORICAL' parameter.
- child
Parameter Specs This property is required. GoogleCloud Ml V1_Study Config_Parameter Spec Response[] - 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. GoogleCloud Ml V1_Study Config Parameter Spec_Discrete Value Spec Response - The value spec for a 'DISCRETE' parameter.
- double
Value Spec This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Double Value Spec Response - The value spec for a 'DOUBLE' parameter.
- integer
Value Spec This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Integer Value Spec Response - The value spec for an 'INTEGER' parameter.
- parameter
This property is required. string - The parameter name must be unique amongst all ParameterSpecs.
- parent
Categorical Values This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Matching Parent Categorical Value Spec Response - parent
Discrete Values This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Matching Parent Discrete Value Spec Response - parent
Int Values This property is required. GoogleCloud Ml V1_Study Config Parameter Spec_Matching Parent Int Value Spec Response - scale
Type 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. GoogleCloud Ml V1Study Config Parameter Spec_Categorical Value Spec Response - The value spec for a 'CATEGORICAL' parameter.
- child_
parameter_ specs This property is required. Sequence[GoogleCloud Ml V1Study Config_Parameter Spec Response] - 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. GoogleCloud Ml V1Study Config Parameter Spec_Discrete Value Spec Response - The value spec for a 'DISCRETE' parameter.
- double_
value_ spec This property is required. GoogleCloud Ml V1Study Config Parameter Spec_Double Value Spec Response - The value spec for a 'DOUBLE' parameter.
- integer_
value_ spec This property is required. GoogleCloud Ml V1Study Config Parameter Spec_Integer Value Spec Response - 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. GoogleCloud Ml V1Study Config Parameter Spec_Matching Parent Categorical Value Spec Response - parent_
discrete_ values This property is required. GoogleCloud Ml V1Study Config Parameter Spec_Matching Parent Discrete Value Spec Response - parent_
int_ values This property is required. GoogleCloud Ml V1Study Config Parameter Spec_Matching Parent Int Value Spec Response - 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.
- categorical
Value Spec This property is required. Property Map - The value spec for a 'CATEGORICAL' parameter.
- child
Parameter Specs 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.
- discrete
Value Spec This property is required. Property Map - The value spec for a 'DISCRETE' parameter.
- double
Value Spec This property is required. Property Map - The value spec for a 'DOUBLE' parameter.
- integer
Value Spec 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.
- parent
Categorical Values This property is required. Property Map - parent
Discrete Values This property is required. Property Map - parent
Int Values This property is required. Property Map - scale
Type 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
- Decay
Curve Stopping Config This property is required. Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Automated Stopping Config_Decay Curve Automated Stopping Config Response - Median
Automated Stopping Config This property is required. Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Automated Stopping Config_Median Automated Stopping Config Response
- Decay
Curve Stopping Config This property is required. GoogleCloud Ml V1_Automated Stopping Config_Decay Curve Automated Stopping Config Response - Median
Automated Stopping Config This property is required. GoogleCloud Ml V1_Automated Stopping Config_Median Automated Stopping Config Response
- decay
Curve Stopping Config This property is required. GoogleCloud Ml V1_Automated Stopping Config_Decay Curve Automated Stopping Config Response - median
Automated Stopping Config This property is required. GoogleCloud Ml V1_Automated Stopping Config_Median Automated Stopping Config Response
- decay
Curve Stopping Config This property is required. GoogleCloud Ml V1_Automated Stopping Config_Decay Curve Automated Stopping Config Response - median
Automated Stopping Config This property is required. GoogleCloud Ml V1_Automated Stopping Config_Median Automated Stopping Config Response
- decay_
curve_ stopping_ config This property is required. GoogleCloud Ml V1Automated Stopping Config_Decay Curve Automated Stopping Config Response - median_
automated_ stopping_ config This property is required. GoogleCloud Ml V1Automated Stopping Config_Median Automated Stopping Config Response
- decay
Curve Stopping Config This property is required. Property Map - median
Automated Stopping Config This property is required. Property Map
GoogleCloudMlV1__StudyConfigResponse
- Algorithm
This property is required. string - The search algorithm specified for the study.
- Automated
Stopping Config This property is required. Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1__Automated Stopping Config Response - Configuration for automated stopping of unpromising Trials.
- Metrics
This property is required. List<Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Study Config_Metric Spec Response> - Metric specs for the study.
- Parameters
This property is required. List<Pulumi.Google Native. Ml. V1. Inputs. Google Cloud Ml V1_Study Config_Parameter Spec Response> - The set of parameters to tune.
- Algorithm
This property is required. string - The search algorithm specified for the study.
- Automated
Stopping Config This property is required. GoogleCloud Ml V1__Automated Stopping Config Response - Configuration for automated stopping of unpromising Trials.
- Metrics
This property is required. []GoogleCloud Ml V1_Study Config_Metric Spec Response - Metric specs for the study.
- Parameters
This property is required. []GoogleCloud Ml V1_Study Config_Parameter Spec Response - The set of parameters to tune.
- algorithm
This property is required. String - The search algorithm specified for the study.
- automated
Stopping Config This property is required. GoogleCloud Ml V1__Automated Stopping Config Response - Configuration for automated stopping of unpromising Trials.
- metrics
This property is required. List<GoogleCloud Ml V1_Study Config_Metric Spec Response> - Metric specs for the study.
- parameters
This property is required. List<GoogleCloud Ml V1_Study Config_Parameter Spec Response> - The set of parameters to tune.
- algorithm
This property is required. string - The search algorithm specified for the study.
- automated
Stopping Config This property is required. GoogleCloud Ml V1__Automated Stopping Config Response - Configuration for automated stopping of unpromising Trials.
- metrics
This property is required. GoogleCloud Ml V1_Study Config_Metric Spec Response[] - Metric specs for the study.
- parameters
This property is required. GoogleCloud Ml V1_Study Config_Parameter Spec Response[] - 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. GoogleCloud Ml V1Automated Stopping Config Response - Configuration for automated stopping of unpromising Trials.
- metrics
This property is required. Sequence[GoogleCloud Ml V1Study Config_Metric Spec Response] - Metric specs for the study.
- parameters
This property is required. Sequence[GoogleCloud Ml V1Study Config_Parameter Spec Response] - The set of parameters to tune.
- algorithm
This property is required. String - The search algorithm specified for the study.
- automated
Stopping Config 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