Struct aws_sdk_sagemaker::types::Autotune

#[non_exhaustive]
pub struct Autotune {
    pub mode: Option<AutotuneMode>,
}

A flag to indicate if you want to use Autotune to automatically find optimal values for the following fields:

• ParameterRanges: The names and ranges of parameters that a hyperparameter tuning job can optimize.

• ResourceLimits: The maximum resources that can be used for a training job. These resources include the maximum number of training jobs, the maximum runtime of a tuning job, and the maximum number of training jobs to run at the same time.

• TrainingJobEarlyStoppingType: A flag that specifies whether or not to use early stopping for training jobs launched by a hyperparameter tuning job.

• RetryStrategy: The number of times to retry a training job.

• Strategy: Specifies how hyperparameter tuning chooses the combinations of hyperparameter values to use for the training jobs that it launches.

• ConvergenceDetected: A flag to indicate that Automatic model tuning (AMT) has detected model convergence.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

mode: Option<AutotuneMode>

Set Mode to Enabled if you want to use Autotune.

Implementations

impl Autotune

pub fn mode(&self) -> Option<&AutotuneMode>

Set Mode to Enabled if you want to use Autotune.

impl Autotune

pub fn builder() -> AutotuneBuilder

Creates a new builder-style object to manufacture Autotune.

Trait Implementations

impl Clone for Autotune

fn clone(&self) -> Autotune

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for Autotune

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

Formats the value using the given formatter.

impl PartialEq for Autotune

fn eq(&self, other: &Autotune) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for Autotune