Class: Aws::SageMaker::Types::AIRecommendationDeploymentConfiguration

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

The deployment configuration for a recommendation.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#copy_count_per_instance ⇒ Integer

The number of model copies per instance.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 528

class AIRecommendationDeploymentConfiguration < Struct.new(
  :s3,
  :image_uri,
  :instance_type,
  :instance_count,
  :copy_count_per_instance,
  :environment_variables,
  :min_cpu_memory_required_in_mb)
  SENSITIVE = []
  include Aws::Structure
end

#environment_variables ⇒ Hash<String,String>

The environment variables for the deployment.

Returns:

  • (Hash<String,String>) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 528

class AIRecommendationDeploymentConfiguration < Struct.new(
  :s3,
  :image_uri,
  :instance_type,
  :instance_count,
  :copy_count_per_instance,
  :environment_variables,
  :min_cpu_memory_required_in_mb)
  SENSITIVE = []
  include Aws::Structure
end

#image_uri ⇒ String

The URI of the container image for the deployment.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 528

class AIRecommendationDeploymentConfiguration < Struct.new(
  :s3,
  :image_uri,
  :instance_type,
  :instance_count,
  :copy_count_per_instance,
  :environment_variables,
  :min_cpu_memory_required_in_mb)
  SENSITIVE = []
  include Aws::Structure
end

#instance_count ⇒ Integer

The recommended number of instances for the deployment.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 528

class AIRecommendationDeploymentConfiguration < Struct.new(
  :s3,
  :image_uri,
  :instance_type,
  :instance_count,
  :copy_count_per_instance,
  :environment_variables,
  :min_cpu_memory_required_in_mb)
  SENSITIVE = []
  include Aws::Structure
end

#instance_type ⇒ String

The recommended instance type for the deployment.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 528

class AIRecommendationDeploymentConfiguration < Struct.new(
  :s3,
  :image_uri,
  :instance_type,
  :instance_count,
  :copy_count_per_instance,
  :environment_variables,
  :min_cpu_memory_required_in_mb)
  SENSITIVE = []
  include Aws::Structure
end

#min_cpu_memory_required_in_mb ⇒ Integer

The minimum host (CPU) memory, in MiB, to reserve per model copy when deploying the recommendation as an Inference Component. This value maps to the base Inference Component's ComputeResourceRequirements$MinMemoryRequiredInMb and is sized so that CopyCountPerInstance copies co-place within the instance's allocatable host memory.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 528

class AIRecommendationDeploymentConfiguration < Struct.new(
  :s3,
  :image_uri,
  :instance_type,
  :instance_count,
  :copy_count_per_instance,
  :environment_variables,
  :min_cpu_memory_required_in_mb)
  SENSITIVE = []
  include Aws::Structure
end

#s3 ⇒ Array<Types::AIRecommendationDeploymentS3Channel>

The Amazon S3 data channels for the deployment.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 528

class AIRecommendationDeploymentConfiguration < Struct.new(
  :s3,
  :image_uri,
  :instance_type,
  :instance_count,
  :copy_count_per_instance,
  :environment_variables,
  :min_cpu_memory_required_in_mb)
  SENSITIVE = []
  include Aws::Structure
end