TrainingJob

TrainingJob schema from Amazon SageMaker API

AIInferenceMachine LearningMLOpsTraining

Properties

Name	Type	Description
TrainingJobName	string	The name of the training job.
TrainingJobArn	string	The Amazon Resource Name (ARN) of the training job.
TrainingJobStatus	string	The status of the training job.
SecondaryStatus	string	Provides detailed information about the state of the training job.
AlgorithmSpecification	object
RoleArn	string	The ARN of the IAM role.
InputDataConfig	array
OutputDataConfig	object
ResourceConfig	object
StoppingCondition	object
HyperParameters	object
ModelArtifacts	object
TrainingStartTime	string
TrainingEndTime	string
CreationTime	string
LastModifiedTime	string
BillableTimeInSeconds	integer
FailureReason	string

View JSON Schema on GitHub

JSON Schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://raw.githubusercontent.com/api-evangelist/amazon-sagemaker/refs/heads/main/json-schema/amazon-sagemaker-training-job-schema.json",
  "title": "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": "integer"
        },
        "VolumeSizeInGB": {
          "type": "integer"
        }
      }
    },
    "StoppingCondition": {
      "type": "object",
      "properties": {
        "MaxRuntimeInSeconds": {
          "type": "integer"
        },
        "MaxWaitTimeInSeconds": {
          "type": "integer"
        }
      }
    },
    "HyperParameters": {
      "type": "object",
      "additionalProperties": {
        "type": "string"
      }
    },
    "ModelArtifacts": {
      "type": "object",
      "properties": {
        "S3ModelArtifacts": {
          "type": "string"
        }
      }
    },
    "TrainingStartTime": {
      "type": "string",
      "format": "date-time"
    },
    "TrainingEndTime": {
      "type": "string",
      "format": "date-time"
    },
    "CreationTime": {
      "type": "string",
      "format": "date-time"
    },
    "LastModifiedTime": {
      "type": "string",
      "format": "date-time"
    },
    "BillableTimeInSeconds": {
      "type": "integer"
    },
    "FailureReason": {
      "type": "string"
    }
  }
}