Class: Aws::CleanRoomsML::Types::ContainerConfig

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

Overview

Provides configuration information for the dockerized container where the model algorithm is stored.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#arguments ⇒ Array<String>

The arguments for a container used to run a training job. See How Amazon SageMaker Runs Your Training Image for additional information. For more information, see [How Sagemaker runs your training image].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-training-algo-dockerfile.html

Returns:

  • (Array<String>) 


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# File 'lib/aws-sdk-cleanroomsml/types.rb', line 972

class ContainerConfig < Struct.new(
  :image_uri,
  :entrypoint,
  :arguments,
  :metric_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#entrypoint ⇒ Array<String>

The entrypoint script for a Docker container used to run a training job. This script takes precedence over the default train processing instructions. See How Amazon SageMaker Runs Your Training Image for additional information. For more information, see [How Sagemaker runs your training image].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-training-algo-dockerfile.html

Returns:

  • (Array<String>) 


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# File 'lib/aws-sdk-cleanroomsml/types.rb', line 972

class ContainerConfig < Struct.new(
  :image_uri,
  :entrypoint,
  :arguments,
  :metric_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#image_uri ⇒ String

The registry path of the docker image that contains the algorithm. Clean Rooms ML supports both ‘registry/repository` and `registry/repositry` image path formats. For more information about using images in Clean Rooms ML, see the [Sagemaker API reference].

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_AlgorithmSpecification.html#sagemaker-Type-AlgorithmSpecification-TrainingImage

Returns:

  • (String) 


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# File 'lib/aws-sdk-cleanroomsml/types.rb', line 972

class ContainerConfig < Struct.new(
  :image_uri,
  :entrypoint,
  :arguments,
  :metric_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#metric_definitions ⇒ Array<Types::MetricDefinition>

A list of metric definition objects. Each object specifies the metric name and regular expressions used to parse algorithm logs. Amazon Web Services Clean Rooms ML publishes each metric to all members’ Amazon CloudWatch using IAM role configured in PutMLConfiguration.

Returns:



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# File 'lib/aws-sdk-cleanroomsml/types.rb', line 972

class ContainerConfig < Struct.new(
  :image_uri,
  :entrypoint,
  :arguments,
  :metric_definitions)
  SENSITIVE = []
  include Aws::Structure
end