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AWS::SageMaker::TrainingJob

Version 260.0.0, issued

Each version of the AWS CloudFormation resource specification that changed AWS::SageMaker::TrainingJob, compared with the version before it.

  • added
  • modified
  • removed

01Added resource types1

addedAWS::SageMaker::TrainingJobdocs ↗#Link to AWS::SageMaker::TrainingJob

Type: AWS::SageMaker::TrainingJobProperties:  EnableManagedSpotTraining: Boolean  HyperParameters:    <key>: String  DebugHookConfig:    CollectionConfigurations:      - CollectionParameters:          <key>: String        CollectionName: String    LocalPath: String    HookParameters:      <key>: String    S3OutputPath: String  TrainingJobName: String  AlgorithmSpecification:    EnableSageMakerMetricsTimeSeries: Boolean    ContainerEntrypoint:      - String    TrainingImageConfig:      TrainingRepositoryAccessMode: String      TrainingRepositoryAuthConfig:        TrainingRepositoryCredentialsProviderArn: String    TrainingInputMode: String    MetricDefinitions:      - Regex: String        Name: String    TrainingImage: String    AlgorithmName: String    ContainerArguments:      - String  OutputDataConfig:    KmsKeyId: String    S3OutputPath: String    CompressionType: String  VpcConfig:    Subnets:      - String    SecurityGroupIds:      - String  CheckpointConfig:    S3Uri: String    LocalPath: String  ProfilerConfig:    DisableProfiler: Boolean    ProfilingIntervalInMilliseconds: Integer    ProfilingParameters:      <key>: String    S3OutputPath: String  InputDataConfig:    - InputMode: String      ChannelName: String      ContentType: String      RecordWrapperType: String      ShuffleConfig:        Seed: Integer      CompressionType: String      DataSource:        FileSystemDataSource:          FileSystemAccessMode: String          DirectoryPath: String          FileSystemType: String          FileSystemId: String        S3DataSource:          S3DataDistributionType: String          S3Uri: String          InstanceGroupNames:            - String          AttributeNames:            - String          S3DataType: String  TensorBoardOutputConfig:    LocalPath: String    S3OutputPath: String  ProfilerRuleConfigurations:    - RuleEvaluatorImage: String      VolumeSizeInGB: Integer      RuleParameters:        <key>: String      RuleConfigurationName: String      LocalPath: String      S3OutputPath: String      InstanceType: String  RoleArn: String  InfraCheckConfig:    EnableInfraCheck: Boolean  EnableNetworkIsolation: Boolean  EnableInterContainerTrafficEncryption: Boolean  RemoteDebugConfig:    EnableRemoteDebug: Boolean  StoppingCondition:    MaxRuntimeInSeconds: Integer    MaxPendingTimeInSeconds: Integer    MaxWaitTimeInSeconds: Integer  ExperimentConfig:    TrialName: String    ExperimentName: String    TrialComponentDisplayName: String    RunName: String  DebugRuleConfigurations:    - RuleEvaluatorImage: String      VolumeSizeInGB: Integer      RuleParameters:        <key>: String      RuleConfigurationName: String      LocalPath: String      S3OutputPath: String      InstanceType: String  Environment:    <key>: String  ResourceConfig:    InstanceCount: Integer    VolumeSizeInGB: Integer    KeepAlivePeriodInSeconds: Integer    VolumeKmsKeyId: String    InstanceGroups:      - InstanceCount: Integer        InstanceGroupName: String        InstanceType: String    InstanceType: String  RetryStrategy:    MaximumRetryAttempts: Integer  Tags:    - Value: String      Key: StringFn::GetAtt:  TrainingJobStatus: String  ProfilingStatus: String  SecondaryStatus: String  TrainingJobArn: String  TrainingTimeInSeconds: Integer  CreationTime: String  LastModifiedTime: String  SecondaryStatusTransitions:    - Status: String      EndTime: String      StartTime: String      StatusMessage: String  BillableTimeInSeconds: Integer