NAME

Paws::SageMaker::UpdateTrainingJob - Arguments for method UpdateTrainingJob on Paws::SageMaker

DESCRIPTION

This class represents the parameters used for calling the method UpdateTrainingJob on the Amazon SageMaker Service service. Use the attributes of this class as arguments to method UpdateTrainingJob.

You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to UpdateTrainingJob.

SYNOPSIS

    my $api.sagemaker = Paws->service('SageMaker');
    my $UpdateTrainingJobResponse = $api . sagemaker->UpdateTrainingJob(
      TrainingJobName => 'MyTrainingJobName',
      ProfilerConfig  => {
        DisableProfiler                 => 1,    # OPTIONAL
        ProfilingIntervalInMilliseconds => 1,    # OPTIONAL
        ProfilingParameters             => {
          'MyConfigKey' =>
            'MyConfigValue',    # key: min: 1, max: 256, value: max: 256
        },    # max: 20; OPTIONAL
        S3OutputPath => 'MyS3Uri',    # max: 1024; OPTIONAL
      },    # OPTIONAL
      ProfilerRuleConfigurations => [
        {
          RuleConfigurationName => 'MyRuleConfigurationName', # min: 1, max: 256
          RuleEvaluatorImage    => 'MyAlgorithmImage',        # max: 255
          InstanceType          => 'ml.t3.medium'
          , # values: ml.t3.medium, ml.t3.large, ml.t3.xlarge, ml.t3.2xlarge, ml.m4.xlarge, ml.m4.2xlarge, ml.m4.4xlarge, ml.m4.10xlarge, ml.m4.16xlarge, ml.c4.xlarge, ml.c4.2xlarge, ml.c4.4xlarge, ml.c4.8xlarge, ml.p2.xlarge, ml.p2.8xlarge, ml.p2.16xlarge, ml.p3.2xlarge, ml.p3.8xlarge, ml.p3.16xlarge, ml.c5.xlarge, ml.c5.2xlarge, ml.c5.4xlarge, ml.c5.9xlarge, ml.c5.18xlarge, ml.m5.large, ml.m5.xlarge, ml.m5.2xlarge, ml.m5.4xlarge, ml.m5.12xlarge, ml.m5.24xlarge, ml.r5.large, ml.r5.xlarge, ml.r5.2xlarge, ml.r5.4xlarge, ml.r5.8xlarge, ml.r5.12xlarge, ml.r5.16xlarge, ml.r5.24xlarge, ml.g4dn.xlarge, ml.g4dn.2xlarge, ml.g4dn.4xlarge, ml.g4dn.8xlarge, ml.g4dn.12xlarge, ml.g4dn.16xlarge; OPTIONAL
          LocalPath      => 'MyDirectoryPath',    # max: 4096; OPTIONAL
          RuleParameters => {
            'MyConfigKey' =>
              'MyConfigValue',    # key: min: 1, max: 256, value: max: 256
          },    # max: 100; OPTIONAL
          S3OutputPath   => 'MyS3Uri',    # max: 1024; OPTIONAL
          VolumeSizeInGB => 1,            # OPTIONAL
        },
        ...
      ],    # OPTIONAL
    );
    # Results:
    my $TrainingJobArn = $UpdateTrainingJobResponse->TrainingJobArn;
    # Returns a L<Paws::SageMaker::UpdateTrainingJobResponse> object.

Values for attributes that are native types (Int, String, Float, etc) can passed as-is (scalar values). Values for complex Types (objects) can be passed as a HashRef. The keys and values of the hashref will be used to instance the underlying object. For the AWS API documentation, see <https://docs.aws.amazon.com/goto/WebAPI/api.sagemaker/UpdateTrainingJob>

ATTRIBUTES

SEE ALSO

This class forms part of Paws, documenting arguments for method UpdateTrainingJob 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>