Class: Aws::SageMaker::Types::MetricDefinition
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::MetricDefinition
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Specifies a metric that the training algorithm writes to stderr
or
stdout
. SageMakerhyperparameter tuning captures all defined metrics.
You specify one metric that a hyperparameter tuning job uses as its
objective metric to choose the best training job.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#name ⇒ String
The name of the metric.
-
#regex ⇒ String
A regular expression that searches the output of a training job and gets the value of the metric.
Instance Attribute Details
#name ⇒ String
The name of the metric.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26601 class MetricDefinition < Struct.new( :name, :regex) SENSITIVE = [] include Aws::Structure end |
#regex ⇒ String
A regular expression that searches the output of a training job and gets the value of the metric. For more information about using regular expressions to define metrics, see Defining Objective Metrics.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26601 class MetricDefinition < Struct.new( :name, :regex) SENSITIVE = [] include Aws::Structure end |