Amazon SageMaker · JSON Structure

Amazon Sagemaker Training Job Structure

TrainingJob schema from Amazon SageMaker API

Type: object Properties: 18

AIInferenceMachine LearningMLOpsTraining

TrainingJob is a JSON Structure definition published by Amazon SageMaker, describing 18 properties. It conforms to the https://json-structure.org/meta/core/v0/# meta-schema.

Properties

TrainingJobName TrainingJobArn TrainingJobStatus SecondaryStatus AlgorithmSpecification RoleArn InputDataConfig OutputDataConfig ResourceConfig StoppingCondition HyperParameters ModelArtifacts TrainingStartTime TrainingEndTime CreationTime LastModifiedTime BillableTimeInSeconds FailureReason

Meta-schema: https://json-structure.org/meta/core/v0/#

JSON Structure

{
  "$schema": "https://json-structure.org/meta/core/v0/#",
  "$id": "https://raw.githubusercontent.com/api-evangelist/amazon-sagemaker/refs/heads/main/json-structure/amazon-sagemaker-training-job-structure.json",
  "name": "TrainingJob",
  "description": "TrainingJob schema from Amazon SageMaker API",
  "type": "object",
  "properties": {
    "TrainingJobName": {
      "type": "string",
      "description": "The name of the training job."
    },
    "TrainingJobArn": {
      "type": "string",
      "description": "The Amazon Resource Name (ARN) of the training job."
    },
    "TrainingJobStatus": {
      "type": "string",
      "description": "The status of the training job.",
      "enum": [
        "InProgress",
        "Completed",
        "Failed",
        "Stopping",
        "Stopped"
      ]
    },
    "SecondaryStatus": {
      "type": "string",
      "description": "Provides detailed information about the state of the training job."
    },
    "AlgorithmSpecification": {
      "type": "object",
      "properties": {
        "TrainingImage": {
          "type": "string"
        },
        "TrainingInputMode": {
          "type": "string"
        },
        "AlgorithmName": {
          "type": "string"
        }
      }
    },
    "RoleArn": {
      "type": "string",
      "description": "The ARN of the IAM role."
    },
    "InputDataConfig": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "ChannelName": {
            "type": "string"
          },
          "DataSource": {
            "type": "object"
          }
        }
      }
    },
    "OutputDataConfig": {
      "type": "object",
      "properties": {
        "S3OutputPath": {
          "type": "string"
        },
        "KmsKeyId": {
          "type": "string"
        }
      }
    },
    "ResourceConfig": {
      "type": "object",
      "properties": {
        "InstanceType": {
          "type": "string"
        },
        "InstanceCount": {
          "type": "int32"
        },
        "VolumeSizeInGB": {
          "type": "int32"
        }
      }
    },
    "StoppingCondition": {
      "type": "object",
      "properties": {
        "MaxRuntimeInSeconds": {
          "type": "int32"
        },
        "MaxWaitTimeInSeconds": {
          "type": "int32"
        }
      }
    },
    "HyperParameters": {
      "type": "object",
      "additionalProperties": {
        "type": "string"
      }
    },
    "ModelArtifacts": {
      "type": "object",
      "properties": {
        "S3ModelArtifacts": {
          "type": "string"
        }
      }
    },
    "TrainingStartTime": {
      "type": "datetime"
    },
    "TrainingEndTime": {
      "type": "datetime"
    },
    "CreationTime": {
      "type": "datetime"
    },
    "LastModifiedTime": {
      "type": "datetime"
    },
    "BillableTimeInSeconds": {
      "type": "int32"
    },
    "FailureReason": {
      "type": "string"
    }
  }
}