ModelPackageContainerDefinition

Gets and sets the property AdditionalS3DataSource.

The additional data source that is used during inference in the Docker container for your model package.

Gets and sets the property ContainerHostname.

The DNS host name for the Docker container.

Gets and sets the property Environment.

The environment variables to set in the Docker container. Each key and value in the Environment string to string map can have length of up to 1024. We support up to 16 entries in the map.

Gets and sets the property Framework.

The machine learning framework of the model package container image.

Gets and sets the property FrameworkVersion.

The framework version of the Model Package Container Image.

Gets and sets the property Image.

The Amazon EC2 Container Registry (Amazon ECR) path where inference code is stored.

If you are using your own custom algorithm instead of an algorithm provided by SageMaker, the inference code must meet SageMaker requirements. SageMaker supports both registry/repository[:tag] and registry/repository[@digest] image path formats. For more information, see Using Your Own Algorithms with Amazon SageMaker.

Gets and sets the property ImageDigest.

An MD5 hash of the training algorithm that identifies the Docker image used for training.

Gets and sets the property ModelDataSource.

Specifies the location of ML model data to deploy during endpoint creation.

Gets and sets the property ModelDataUrl.

The Amazon S3 path where the model artifacts, which result from model training, are stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix).

Gets and sets the property ModelInput.

A structure with Model Input details.

Gets and sets the property NearestModelName.

The name of a pre-trained machine learning benchmarked by Amazon SageMaker Inference Recommender model that matches your model. You can find a list of benchmarked models by calling ListModelMetadata.

Gets and sets the property ProductId.

The Amazon Web Services Marketplace product ID of the model package.