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>>,
}
Expand description
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§
source§impl Clone for GoogleCloudMlV1__HyperparameterOutput
impl Clone for GoogleCloudMlV1__HyperparameterOutput
source§fn clone(&self) -> GoogleCloudMlV1__HyperparameterOutput
fn clone(&self) -> GoogleCloudMlV1__HyperparameterOutput
1.0.0 · source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
source
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