Register Latest Completed Training
A 3-step recipe with Amazon SageMaker. We can help you get access.
Recipe · 3 steps
Register Latest Completed Training
with Amazon SageMaker · Artificial Intelligence Management
Register a model from the most recently completed training job.
- List training jobs filtered to the Completed status and sorted by creation time in descending order so the newest completed job is first.
- Describe the most recent completed training job to read the S3 location of its model artifacts.
- Register a model from the inference container and the artifacts produced by the completed training job.
What you'll need to have ready
- modelName: A unique name for the model to register.
- inferenceImage: The registry path of the Docker image that contains the inference code.
- executionRoleArn: The ARN of the IAM role SageMaker can assume to access the model artifacts.
For your developer
Arazzo workflow amazon-sagemaker:register-latest-completed-training, 3 operations: ListTrainingJobs → DescribeTrainingJob → CreateModel. Specs on APIs.io.