SageMaker Image Version

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SageMaker Image Version in AWS represents a specific version of a SageMaker Image, which is a container image used to run machine learning algorithms, training jobs, or inference endpoints. Each version is immutable and tied to a particular container image digest, ensuring consistency and reproducibility across environments. This allows data scientists and developers to manage updates, rollbacks, and compatibility of their ML workflows with precise control over the runtime environment.

aws.sagemaker_image_version

Fields

ID	Type	Data Type	Description
_key	core	string
account_id	core	string
base_image	core	string	The registry path of the container image on which this image version is based.
container_image	core	string	The registry path of the container image that contains this image version.
creation_time	core	timestamp	When the version was created.
failure_reason	core	string	When a create or delete operation fails, the reason for the failure.
horovod	core	bool	Indicates Horovod compatibility.
image_arn	core	string	The ARN of the image the version is based on.
image_version_arn	core	string	The ARN of the version.
image_version_status	core	string	The status of the version.
job_type	core	string	Indicates SageMaker AI job type compatibility. <ul> <li> <code>TRAINING</code>: The image version is compatible with SageMaker AI training jobs. </li> <li> <code>INFERENCE</code>: The image version is compatible with SageMaker AI inference jobs. </li> <li> <code>NOTEBOOK_KERNEL</code>: The image version is compatible with SageMaker AI notebook kernels. </li> </ul>
last_modified_time	core	timestamp	When the version was last modified.
ml_framework	core	string	The machine learning framework vended in the image version.
processor	core	string	Indicates CPU or GPU compatibility. <ul> <li> <code>CPU</code>: The image version is compatible with CPU. </li> <li> <code>GPU</code>: The image version is compatible with GPU. </li> </ul>
programming_lang	core	string	The supported programming language and its version.
release_notes	core	string	The maintainer description of the image version.
tags	core	hstore
vendor_guidance	core	string	The stability of the image version specified by the maintainer. <ul> <li> <code>NOT_PROVIDED</code>: The maintainers did not provide a status for image version stability. </li> <li> <code>STABLE</code>: The image version is stable. </li> <li> <code>TO_BE_ARCHIVED</code>: The image version is set to be archived. Custom image versions that are set to be archived are automatically archived after three months. </li> <li> <code>ARCHIVED</code>: The image version is archived. Archived image versions are not searchable and are no longer actively supported. </li> </ul>
version	core	int64	The version number.