StoppingCondition class
Specifies a limit to how long a model training or compilation job can run. It also specifies how long you are willing to wait for a managed spot training job 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.
Constructors
- StoppingCondition({int? maxRuntimeInSeconds, int? maxWaitTimeInSeconds})
-
StoppingCondition.fromJson(Map<
String, dynamic> json) -
factory
Properties
- hashCode → int
-
The hash code for this object.
no setterinherited
- maxRuntimeInSeconds → int?
-
The maximum length of time, in seconds, that the training or compilation job
can run. If job does not complete during this time, Amazon SageMaker ends
the job. If value is not specified, default value is 1 day. The maximum
value is 28 days.
final
- maxWaitTimeInSeconds → int?
-
The maximum length of time, in seconds, how long you are willing to wait for
a managed spot training job to complete. It is the amount of time spent
waiting for Spot capacity plus the amount of time the training job runs. It
must be equal to or greater than
MaxRuntimeInSeconds.final - runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
Methods
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
toJson(
) → Map< String, dynamic> -
toString(
) → String -
A string representation of this object.
inherited
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited