Class: Aws::SageMaker::Types::InferenceComponentComputeResourceRequirements

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

Overview

Defines the compute resources to allocate to run a model, plus any adapter models, that you assign to an inference component. These resources include CPU cores, accelerators, and memory.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#max_memory_required_in_mb ⇒ Integer

The maximum MB of memory to allocate to run a model that you assign to an inference component.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 25501

class InferenceComponentComputeResourceRequirements < Struct.new(
  :number_of_cpu_cores_required,
  :number_of_accelerator_devices_required,
  :min_memory_required_in_mb,
  :max_memory_required_in_mb)
  SENSITIVE = []
  include Aws::Structure
end

#min_memory_required_in_mb ⇒ Integer

The minimum MB of memory to allocate to run a model that you assign to an inference component.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 25501

class InferenceComponentComputeResourceRequirements < Struct.new(
  :number_of_cpu_cores_required,
  :number_of_accelerator_devices_required,
  :min_memory_required_in_mb,
  :max_memory_required_in_mb)
  SENSITIVE = []
  include Aws::Structure
end

#number_of_accelerator_devices_required ⇒ Float

The number of accelerators to allocate to run a model that you assign to an inference component. Accelerators include GPUs and Amazon Web Services Inferentia.

Returns:

  • (Float) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 25501

class InferenceComponentComputeResourceRequirements < Struct.new(
  :number_of_cpu_cores_required,
  :number_of_accelerator_devices_required,
  :min_memory_required_in_mb,
  :max_memory_required_in_mb)
  SENSITIVE = []
  include Aws::Structure
end

#number_of_cpu_cores_required ⇒ Float

The number of CPU cores to allocate to run a model that you assign to an inference component.

Returns:

  • (Float) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 25501

class InferenceComponentComputeResourceRequirements < Struct.new(
  :number_of_cpu_cores_required,
  :number_of_accelerator_devices_required,
  :min_memory_required_in_mb,
  :max_memory_required_in_mb)
  SENSITIVE = []
  include Aws::Structure
end