Struct rusoto_sagemaker::StoppingCondition

pub struct StoppingCondition {
    pub max_runtime_in_seconds: Option<i64>,
}

Specifies how long model training can run. When model training reaches the limit, Amazon SageMaker ends the training job. Use this API to cap model training cost.

To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which delays job termination for120 seconds. Algorithms might use this 120-second window to save the model artifacts, so the results of training is not lost.

Training algorithms provided by Amazon SageMaker automatically saves the intermediate results of a model training job (it is best effort case, as model might not be ready to save as some stages, for example training just started). This intermediate data is a valid model artifact. You can use it to create a model (CreateModel).

Fields

max_runtime_in_seconds: Option<i64>

The maximum length of time, in seconds, that the training job can run. If model training does not complete during this time, Amazon SageMaker ends the job. If value is not specified, default value is 1 day. Maximum value is 28 days.

Trait Implementations

impl PartialEq<StoppingCondition> for StoppingCondition

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

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

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

This method tests for !=.

impl Default for StoppingCondition

fn default() -> StoppingCondition

Returns the "default value" for a type.

impl Clone for StoppingCondition

fn clone(&self) -> StoppingCondition

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for StoppingCondition

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

Formats the value using the given formatter.

impl Serialize for StoppingCondition

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

Serialize this value into the given Serde serializer.

impl<'de> Deserialize<'de> for StoppingCondition

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
    __D: Deserializer<'de>, 

Deserialize this value from the given Serde deserializer.