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

ProfilerConfig => Paws::SageMaker::ProfilerConfigForUpdate

Configuration information for Debugger system monitoring, framework profiling, and storage paths.

ProfilerRuleConfigurations => ArrayRef[Paws::SageMaker::ProfilerRuleConfiguration]

Configuration information for Debugger rules for profiling system and framework metrics.

REQUIRED TrainingJobName => Str

The name of a training job to update the Debugger profiling configuration.

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