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.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#cost_per_hourFloat

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 37090

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_inferenceFloat

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 37090

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_utilizationFloat

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 37090

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_invocationsInteger

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 37090

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_utilizationFloat

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 37090

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_latencyInteger

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 37090

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_timeInteger

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)


37090
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37092
37093
37094
37095
37096
37097
37098
37099
37100
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37090

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