NAME
Paws::SageMaker::TrainingSpecification
USAGE
This class represents one of two things:
Arguments in a call to a service
Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.
As an example, if Att1 is expected to be a Paws::SageMaker::TrainingSpecification object:
$service_obj->Method(Att1 => { MetricDefinitions => $value, ..., TrainingImageDigest => $value });Results returned from an API call
Use accessors for each attribute. If Att1 is expected to be an Paws::SageMaker::TrainingSpecification object:
$result = $service_obj->Method(...);
$result->Att1->MetricDefinitionsDESCRIPTION
Defines how the algorithm is used for a training job.
ATTRIBUTES
MetricDefinitions => ArrayRef[Paws::SageMaker::MetricDefinition]
A list of MetricDefinition objects, which are used for parsing metrics generated by the algorithm.
SupportedHyperParameters => ArrayRef[Paws::SageMaker::HyperParameterSpecification]
A list of the HyperParameterSpecification objects, that define the supported hyperparameters. This is required if the algorithm supports automatic model tuning.>
REQUIRED SupportedTrainingInstanceTypes => ArrayRef[Str|Undef]
A list of the instance types that this algorithm can use for training.
SupportedTuningJobObjectiveMetrics => ArrayRef[Paws::SageMaker::HyperParameterTuningJobObjective]
A list of the metrics that the algorithm emits that can be used as the objective metric in a hyperparameter tuning job.
SupportsDistributedTraining => Bool
Indicates whether the algorithm supports distributed training. If set to false, buyers can't request more than one instance during training.
REQUIRED TrainingChannels => ArrayRef[Paws::SageMaker::ChannelSpecification]
A list of ChannelSpecification objects, which specify the input sources to be used by the algorithm.
REQUIRED TrainingImage => Str
The Amazon ECR registry path of the Docker image that contains the training algorithm.
TrainingImageDigest => Str
An MD5 hash of the training algorithm that identifies the Docker image used for training.
SEE ALSO
This class forms part of Paws, describing an object used in Paws::SageMaker
BUGS and CONTRIBUTIONS
The source code is located here: https://github.com/pplu/aws-sdk-perl
Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues