Struct rusoto_sagemaker::StoppingCondition
source · [−]pub struct StoppingCondition {
pub max_runtime_in_seconds: Option<i64>,
pub max_wait_time_in_seconds: Option<i64>,
}
Expand description
Specifies a limit to how long a model training job, model compilation job, or hyperparameter tuning job can run. It also specifies how long a managed Spot training job has to complete. When the job reaches the time limit, Amazon SageMaker ends the training or compilation job. Use this API to cap model training costs.
To stop a job, Amazon SageMaker sends the algorithm the SIGTERM
signal, which delays job termination for 120 seconds. Algorithms can use this 120-second window to save the model artifacts, so the results of training are not lost.
The training algorithms provided by Amazon SageMaker automatically save the intermediate results of a model training job when possible. This attempt to save artifacts is only a best effort case as model might not be in a state from which it can be saved. For example, if training has just started, the model might not be ready to save. When saved, this intermediate data is a valid model artifact. You can use it to create a model with CreateModel
.
The Neural Topic Model (NTM) currently does not support saving intermediate model artifacts. When training NTMs, make sure that the maximum runtime is sufficient for the training job to complete.
Fields
max_runtime_in_seconds: Option<i64>
The maximum length of time, in seconds, that a training or compilation job can run. If the job does not complete during this time, Amazon SageMaker ends the job.
When RetryStrategy
is specified in the job request, MaxRuntimeInSeconds
specifies the maximum time for all of the attempts in total, not each individual attempt.
The default value is 1 day. The maximum value is 28 days.
max_wait_time_in_seconds: Option<i64>
The maximum length of time, in seconds, that a managed Spot training job has to complete. It is the amount of time spent waiting for Spot capacity plus the amount of time the job can run. It must be equal to or greater than MaxRuntimeInSeconds
. If the job does not complete during this time, Amazon SageMaker ends the job.
When RetryStrategy
is specified in the job request, MaxWaitTimeInSeconds
specifies the maximum time for all of the attempts in total, not each individual attempt.
Trait Implementations
sourceimpl Clone for StoppingCondition
impl Clone for StoppingCondition
sourcefn clone(&self) -> StoppingCondition
fn clone(&self) -> StoppingCondition
Returns a copy of the value. Read more
1.0.0 · sourcefn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from source
. Read more
sourceimpl Debug for StoppingCondition
impl Debug for StoppingCondition
sourceimpl Default for StoppingCondition
impl Default for StoppingCondition
sourcefn default() -> StoppingCondition
fn default() -> StoppingCondition
Returns the “default value” for a type. Read more
sourceimpl<'de> Deserialize<'de> for StoppingCondition
impl<'de> Deserialize<'de> for StoppingCondition
sourcefn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
sourceimpl PartialEq<StoppingCondition> for StoppingCondition
impl PartialEq<StoppingCondition> for StoppingCondition
sourcefn eq(&self, other: &StoppingCondition) -> bool
fn eq(&self, other: &StoppingCondition) -> bool
This method tests for self
and other
values to be equal, and is used
by ==
. Read more
sourcefn ne(&self, other: &StoppingCondition) -> bool
fn ne(&self, other: &StoppingCondition) -> bool
This method tests for !=
.
sourceimpl Serialize for StoppingCondition
impl Serialize for StoppingCondition
impl StructuralPartialEq for StoppingCondition
Auto Trait Implementations
impl RefUnwindSafe for StoppingCondition
impl Send for StoppingCondition
impl Sync for StoppingCondition
impl Unpin for StoppingCondition
impl UnwindSafe for StoppingCondition
Blanket Implementations
sourceimpl<T> BorrowMut<T> for T where
T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
const: unstable · sourcefn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
sourceimpl<T> Instrument for T
impl<T> Instrument for T
sourcefn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
sourcefn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
sourceimpl<T> ToOwned for T where
T: Clone,
impl<T> ToOwned for T where
T: Clone,
type Owned = T
type Owned = T
The resulting type after obtaining ownership.
sourcefn clone_into(&self, target: &mut T)
fn clone_into(&self, target: &mut T)
toowned_clone_into
)Uses borrowed data to replace owned data, usually by cloning. Read more
sourceimpl<T> WithSubscriber for T
impl<T> WithSubscriber for T
sourcefn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,
fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,
Attaches the provided Subscriber
to this type, returning a
WithDispatch
wrapper. Read more
sourcefn with_current_subscriber(self) -> WithDispatch<Self>
fn with_current_subscriber(self) -> WithDispatch<Self>
Attaches the current default Subscriber
to this type, returning a
WithDispatch
wrapper. Read more