ModelPackageContainerDefinition

data class ModelPackageContainerDefinition(val containerHostname: String? = null, val environment: ModelPackageEnvironment? = null, val framework: String? = null, val frameworkVersion: String? = null, val image: String, val imageDigest: String? = null, val modelDataSource: ModelPackageModelDataSource? = null, val modelDataUrl: String? = null, val modelInput: ModelPackageContainerDefinitionModelInputProperties? = null, val nearestModelName: String? = null)

Describes the Docker container for the model package.

Constructors

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constructor(containerHostname: String? = null, environment: ModelPackageEnvironment? = null, framework: String? = null, frameworkVersion: String? = null, image: String, imageDigest: String? = null, modelDataSource: ModelPackageModelDataSource? = null, modelDataUrl: String? = null, modelInput: ModelPackageContainerDefinitionModelInputProperties? = null, nearestModelName: String? = null)

Types

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object Companion

Properties

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The DNS host name for the Docker container.

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val framework: String? = null

The machine learning framework of the model package container image.

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The framework version of the Model Package Container Image.

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

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val imageDigest: String? = null

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

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val modelDataUrl: String? = null

A structure with Model Input details.

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The name of a pre-trained machine learning benchmarked by Amazon SageMaker Inference Recommender model that matches your model.