
# Generated by default/object.tt
package Paws::SageMaker::HyperParameterTuningJobSummary;
  use Moose;
  has CreationTime => (is => 'ro', isa => 'Str', required => 1);
  has HyperParameterTuningEndTime => (is => 'ro', isa => 'Str');
  has HyperParameterTuningJobArn => (is => 'ro', isa => 'Str', required => 1);
  has HyperParameterTuningJobName => (is => 'ro', isa => 'Str', required => 1);
  has HyperParameterTuningJobStatus => (is => 'ro', isa => 'Str', required => 1);
  has LastModifiedTime => (is => 'ro', isa => 'Str');
  has ObjectiveStatusCounters => (is => 'ro', isa => 'Paws::SageMaker::ObjectiveStatusCounters', required => 1);
  has ResourceLimits => (is => 'ro', isa => 'Paws::SageMaker::ResourceLimits');
  has Strategy => (is => 'ro', isa => 'Str', required => 1);
  has TrainingJobStatusCounters => (is => 'ro', isa => 'Paws::SageMaker::TrainingJobStatusCounters', required => 1);

1;

### main pod documentation begin ###

=head1 NAME

Paws::SageMaker::HyperParameterTuningJobSummary

=head1 USAGE

This class represents one of two things:

=head3 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::HyperParameterTuningJobSummary object:

  $service_obj->Method(Att1 => { CreationTime => $value, ..., TrainingJobStatusCounters => $value  });

=head3 Results returned from an API call

Use accessors for each attribute. If Att1 is expected to be an Paws::SageMaker::HyperParameterTuningJobSummary object:

  $result = $service_obj->Method(...);
  $result->Att1->CreationTime

=head1 DESCRIPTION

Provides summary information about a hyperparameter tuning job.

=head1 ATTRIBUTES


=head2 B<REQUIRED> CreationTime => Str

The date and time that the tuning job was created.


=head2 HyperParameterTuningEndTime => Str

The date and time that the tuning job ended.


=head2 B<REQUIRED> HyperParameterTuningJobArn => Str

The Amazon Resource Name (ARN) of the tuning job.


=head2 B<REQUIRED> HyperParameterTuningJobName => Str

The name of the tuning job.


=head2 B<REQUIRED> HyperParameterTuningJobStatus => Str

The status of the tuning job.


=head2 LastModifiedTime => Str

The date and time that the tuning job was modified.


=head2 B<REQUIRED> ObjectiveStatusCounters => L<Paws::SageMaker::ObjectiveStatusCounters>

The ObjectiveStatusCounters object that specifies the numbers of
training jobs, categorized by objective metric status, that this tuning
job launched.


=head2 ResourceLimits => L<Paws::SageMaker::ResourceLimits>

The ResourceLimits object that specifies the maximum number of training
jobs and parallel training jobs allowed for this tuning job.


=head2 B<REQUIRED> Strategy => Str

Specifies the search strategy hyperparameter tuning uses to choose
which hyperparameters to use for each iteration. Currently, the only
valid value is Bayesian.


=head2 B<REQUIRED> TrainingJobStatusCounters => L<Paws::SageMaker::TrainingJobStatusCounters>

The TrainingJobStatusCounters object that specifies the numbers of
training jobs, categorized by status, that this tuning job launched.


=head1 SEE ALSO

This class forms part of L<Paws>, describing an object used in L<Paws::SageMaker>

=head1 BUGS and CONTRIBUTIONS

The source code is located here: L<https://github.com/pplu/aws-sdk-perl>

Please report bugs to: L<https://github.com/pplu/aws-sdk-perl/issues>

=cut