Class: Aws::SageMaker::Types::InferenceSpecification

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::InferenceSpecification

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass InferenceSpecification data as a hash:

{
  containers: [ # required
    {
      container_hostname: "ContainerHostname",
      image: "ContainerImage", # required
      image_digest: "ImageDigest",
      model_data_url: "Url",
      product_id: "ProductId",
    },
  ],
  supported_transform_instance_types: ["ml.m4.xlarge"], # required, accepts ml.m4.xlarge, ml.m4.2xlarge, ml.m4.4xlarge, ml.m4.10xlarge, ml.m4.16xlarge, ml.c4.xlarge, ml.c4.2xlarge, ml.c4.4xlarge, ml.c4.8xlarge, ml.p2.xlarge, ml.p2.8xlarge, ml.p2.16xlarge, ml.p3.2xlarge, ml.p3.8xlarge, ml.p3.16xlarge, ml.c5.xlarge, ml.c5.2xlarge, ml.c5.4xlarge, ml.c5.9xlarge, ml.c5.18xlarge, ml.m5.large, ml.m5.xlarge, ml.m5.2xlarge, ml.m5.4xlarge, ml.m5.12xlarge, ml.m5.24xlarge
  supported_realtime_inference_instance_types: ["ml.t2.medium"], # required, accepts ml.t2.medium, ml.t2.large, ml.t2.xlarge, ml.t2.2xlarge, ml.m4.xlarge, ml.m4.2xlarge, ml.m4.4xlarge, ml.m4.10xlarge, ml.m4.16xlarge, ml.m5.large, ml.m5.xlarge, ml.m5.2xlarge, ml.m5.4xlarge, ml.m5.12xlarge, ml.m5.24xlarge, ml.m5d.large, ml.m5d.xlarge, ml.m5d.2xlarge, ml.m5d.4xlarge, ml.m5d.12xlarge, ml.m5d.24xlarge, ml.c4.large, ml.c4.xlarge, ml.c4.2xlarge, ml.c4.4xlarge, ml.c4.8xlarge, ml.p2.xlarge, ml.p2.8xlarge, ml.p2.16xlarge, ml.p3.2xlarge, ml.p3.8xlarge, ml.p3.16xlarge, ml.c5.large, ml.c5.xlarge, ml.c5.2xlarge, ml.c5.4xlarge, ml.c5.9xlarge, ml.c5.18xlarge, ml.c5d.large, ml.c5d.xlarge, ml.c5d.2xlarge, ml.c5d.4xlarge, ml.c5d.9xlarge, ml.c5d.18xlarge, ml.g4dn.xlarge, ml.g4dn.2xlarge, ml.g4dn.4xlarge, ml.g4dn.8xlarge, ml.g4dn.12xlarge, ml.g4dn.16xlarge, ml.r5.large, ml.r5.xlarge, ml.r5.2xlarge, ml.r5.4xlarge, ml.r5.12xlarge, ml.r5.24xlarge, ml.r5d.large, ml.r5d.xlarge, ml.r5d.2xlarge, ml.r5d.4xlarge, ml.r5d.12xlarge, ml.r5d.24xlarge, ml.inf1.xlarge, ml.inf1.2xlarge, ml.inf1.6xlarge, ml.inf1.24xlarge
  supported_content_types: ["ContentType"], # required
  supported_response_mime_types: ["ResponseMIMEType"], # required
}

Defines how to perform inference generation after a training job is run.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #containers ⇒ Array<Types::ModelPackageContainerDefinition>

  The Amazon ECR registry path of the Docker image that contains the inference code.

• #supported_content_types ⇒ Array<String>

  The supported MIME types for the input data.

• #supported_realtime_inference_instance_types ⇒ Array<String>

  A list of the instance types that are used to generate inferences in real-time.

• #supported_response_mime_types ⇒ Array<String>

  The supported MIME types for the output data.

• #supported_transform_instance_types ⇒ Array<String>

  A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.

Instance Attribute Details

#containers ⇒ Array<Types::ModelPackageContainerDefinition>

The Amazon ECR registry path of the Docker image that contains the inference code.

Returns:

• (Array<Types::ModelPackageContainerDefinition>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13305

class InferenceSpecification < Struct.new(
  :containers,
  :supported_transform_instance_types,
  :supported_realtime_inference_instance_types,
  :supported_content_types,
  :supported_response_mime_types)
  SENSITIVE = []
  include Aws::Structure
end

#supported_content_types ⇒ Array<String>

The supported MIME types for the input data.

Returns:

• (Array<String>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13305

class InferenceSpecification < Struct.new(
  :containers,
  :supported_transform_instance_types,
  :supported_realtime_inference_instance_types,
  :supported_content_types,
  :supported_response_mime_types)
  SENSITIVE = []
  include Aws::Structure
end

#supported_realtime_inference_instance_types ⇒ Array<String>

A list of the instance types that are used to generate inferences in real-time.

Returns:

• (Array<String>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13305

class InferenceSpecification < Struct.new(
  :containers,
  :supported_transform_instance_types,
  :supported_realtime_inference_instance_types,
  :supported_content_types,
  :supported_response_mime_types)
  SENSITIVE = []
  include Aws::Structure
end

#supported_response_mime_types ⇒ Array<String>

The supported MIME types for the output data.

Returns:

• (Array<String>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13305

class InferenceSpecification < Struct.new(
  :containers,
  :supported_transform_instance_types,
  :supported_realtime_inference_instance_types,
  :supported_content_types,
  :supported_response_mime_types)
  SENSITIVE = []
  include Aws::Structure
end

#supported_transform_instance_types ⇒ Array<String>

A list of the instance types on which a transformation job can be run or on which an endpoint can be deployed.

Returns:

• (Array<String>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13305

class InferenceSpecification < Struct.new(
  :containers,
  :supported_transform_instance_types,
  :supported_realtime_inference_instance_types,
  :supported_content_types,
  :supported_response_mime_types)
  SENSITIVE = []
  include Aws::Structure
end