Class: Aws::SageMaker::Types::RecommendationMetrics

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

Overview

The metrics of recommendations.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#cost_per_hour ⇒ Float

Defines the cost per hour for the instance.

Returns:

  • (Float) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 49307

class RecommendationMetrics < Struct.new(
  :cost_per_hour,
  :cost_per_inference,
  :max_invocations,
  :model_latency,
  :cpu_utilization,
  :memory_utilization,
  :model_setup_time)
  SENSITIVE = []
  include Aws::Structure
end

#cost_per_inference ⇒ Float

Defines the cost per inference for the instance .

Returns:

  • (Float) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 49307

class RecommendationMetrics < Struct.new(
  :cost_per_hour,
  :cost_per_inference,
  :max_invocations,
  :model_latency,
  :cpu_utilization,
  :memory_utilization,
  :model_setup_time)
  SENSITIVE = []
  include Aws::Structure
end

#cpu_utilization ⇒ Float

The expected CPU utilization at maximum invocations per minute for the instance.

NaN indicates that the value is not available.

Returns:

  • (Float) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 49307

class RecommendationMetrics < Struct.new(
  :cost_per_hour,
  :cost_per_inference,
  :max_invocations,
  :model_latency,
  :cpu_utilization,
  :memory_utilization,
  :model_setup_time)
  SENSITIVE = []
  include Aws::Structure
end

#max_invocations ⇒ Integer

The expected maximum number of requests per minute for the instance.

Returns:

  • (Integer) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 49307

class RecommendationMetrics < Struct.new(
  :cost_per_hour,
  :cost_per_inference,
  :max_invocations,
  :model_latency,
  :cpu_utilization,
  :memory_utilization,
  :model_setup_time)
  SENSITIVE = []
  include Aws::Structure
end

#memory_utilization ⇒ Float

The expected memory utilization at maximum invocations per minute for the instance.

NaN indicates that the value is not available.

Returns:

  • (Float) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 49307

class RecommendationMetrics < Struct.new(
  :cost_per_hour,
  :cost_per_inference,
  :max_invocations,
  :model_latency,
  :cpu_utilization,
  :memory_utilization,
  :model_setup_time)
  SENSITIVE = []
  include Aws::Structure
end

#model_latency ⇒ Integer

The expected model latency at maximum invocation per minute for the instance.

Returns:

  • (Integer) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 49307

class RecommendationMetrics < Struct.new(
  :cost_per_hour,
  :cost_per_inference,
  :max_invocations,
  :model_latency,
  :cpu_utilization,
  :memory_utilization,
  :model_setup_time)
  SENSITIVE = []
  include Aws::Structure
end

#model_setup_time ⇒ Integer

The time it takes to launch new compute resources for a serverless endpoint. The time can vary depending on the model size, how long it takes to download the model, and the start-up time of the container.

NaN indicates that the value is not available.

Returns:

  • (Integer) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 49307

class RecommendationMetrics < Struct.new(
  :cost_per_hour,
  :cost_per_inference,
  :max_invocations,
  :model_latency,
  :cpu_utilization,
  :memory_utilization,
  :model_setup_time)
  SENSITIVE = []
  include Aws::Structure
end