Struct GoogleCloudMlV1__HyperparameterOutput

pub struct GoogleCloudMlV1__HyperparameterOutput {
    pub all_metrics: Option<Vec<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric>>,
    pub built_in_algorithm_output: Option<GoogleCloudMlV1__BuiltInAlgorithmOutput>,
    pub end_time: Option<DateTime<Utc>>,
    pub final_metric: Option<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric>,
    pub hyperparameters: Option<HashMap<String, String>>,
    pub is_trial_stopped_early: Option<bool>,
    pub start_time: Option<DateTime<Utc>>,
    pub state: Option<String>,
    pub trial_id: Option<String>,
    pub web_access_uris: Option<HashMap<String, String>>,
}

Represents the result of a single hyperparameter tuning trial from a training job. The TrainingOutput object that is returned on successful completion of a training job with hyperparameter tuning includes a list of HyperparameterOutput objects, one for each successful trial.

This type is not used in any activity, and only used as part of another schema.

Fields

all_metrics: Option<Vec<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric>>

All recorded object metrics for this trial. This field is not currently populated.

built_in_algorithm_output: Option<GoogleCloudMlV1__BuiltInAlgorithmOutput>

Details related to built-in algorithms jobs. Only set for trials of built-in algorithms jobs that have succeeded.

end_time: Option<DateTime<Utc>>

Output only. End time for the trial.

final_metric: Option<GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric>

The final objective metric seen for this trial.

hyperparameters: Option<HashMap<String, String>>

The hyperparameters given to this trial.

is_trial_stopped_early: Option<bool>

True if the trial is stopped early.

start_time: Option<DateTime<Utc>>

Output only. Start time for the trial.

state: Option<String>

Output only. The detailed state of the trial.

trial_id: Option<String>

The trial id for these results.

web_access_uris: Option<HashMap<String, String>>

URIs for accessing interactive shells (one URI for each training node). Only available if this trial is part of a hyperparameter tuning job and the job’s training_input.enable_web_access is true. The keys are names of each node in the training job; for example, master-replica-0 for the master node, worker-replica-0 for the first worker, and ps-replica-0 for the first parameter server. The values are the URIs for each node’s interactive shell.

Trait Implementations

impl Clone for GoogleCloudMlV1__HyperparameterOutput

fn clone(&self) -> GoogleCloudMlV1__HyperparameterOutput

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for GoogleCloudMlV1__HyperparameterOutput

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for GoogleCloudMlV1__HyperparameterOutput

fn default() -> GoogleCloudMlV1__HyperparameterOutput

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudMlV1__HyperparameterOutput

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudMlV1__HyperparameterOutput

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudMlV1__HyperparameterOutput