Amazon SageMaker · Example Payload

Amazon Sagemaker Training Job Example

Artificial IntelligenceInferenceMachine-LearningMLOpsTraining

Amazon Sagemaker Training Job Example is an example object payload from Amazon SageMaker, with 18 top-level fields. It illustrates the shape of data this provider's APIs accept or return.

Top-level fields

TrainingJobNameTrainingJobArnTrainingJobStatusSecondaryStatusAlgorithmSpecificationRoleArnInputDataConfigOutputDataConfigResourceConfigStoppingConditionHyperParametersModelArtifactsTrainingStartTimeTrainingEndTimeCreationTimeLastModifiedTimeBillableTimeInSecondsFailureReason

Example Payload

{
  "TrainingJobName": "my-trainingjob-001",
  "TrainingJobArn": "arn:aws:sagemaker:us-east-1:123456789012:resource/trainingjobarn",
  "TrainingJobStatus": "InProgress",
  "SecondaryStatus": "Active",
  "AlgorithmSpecification": {
    "TrainingImage": "example-trainingimage",
    "TrainingInputMode": "example-traininginputmode",
    "AlgorithmName": "my-algorithm-001"
  },
  "RoleArn": "arn:aws:sagemaker:us-east-1:123456789012:resource/rolearn",
  "InputDataConfig": [],
  "OutputDataConfig": {
    "S3OutputPath": "example-s3outputpath",
    "KmsKeyId": "example-kmskeyid"
  },
  "ResourceConfig": {
    "InstanceType": "example-instancetype",
    "InstanceCount": 10,
    "VolumeSizeInGB": 10
  },
  "StoppingCondition": {
    "MaxRuntimeInSeconds": 1718153645993,
    "MaxWaitTimeInSeconds": 1718153645993
  },
  "HyperParameters": {},
  "ModelArtifacts": {
    "S3ModelArtifacts": "example-s3modelartifacts"
  },
  "TrainingStartTime": "2025-03-15T14:30:00Z",
  "TrainingEndTime": "2025-03-15T14:30:00Z",
  "CreationTime": "2025-03-15T14:30:00Z",
  "LastModifiedTime": "2025-03-15T14:30:00Z",
  "BillableTimeInSeconds": 1718153645993,
  "FailureReason": "example-failurereason"
}

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