Class: Aws::SageMaker::Types::AutoMLProblemTypeConfig
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::AutoMLProblemTypeConfig
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
AutoMLProblemTypeConfig is a union - when making an API calls you must set exactly one of the members.
AutoMLProblemTypeConfig is a union - when returned from an API call exactly one value will be set and the returned type will be a subclass of AutoMLProblemTypeConfig corresponding to the set member.
A collection of settings specific to the problem type used to configure an AutoML job V2. There must be one and only one config of the following type.
Direct Known Subclasses
ImageClassificationJobConfig, TabularJobConfig, TextClassificationJobConfig, TextGenerationJobConfig, TimeSeriesForecastingJobConfig, Unknown
Defined Under Namespace
Classes: ImageClassificationJobConfig, TabularJobConfig, TextClassificationJobConfig, TextGenerationJobConfig, TimeSeriesForecastingJobConfig, Unknown
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#image_classification_job_config ⇒ Types::ImageClassificationJobConfig
Settings used to configure an AutoML job V2 for the image classification problem type.
-
#tabular_job_config ⇒ Types::TabularJobConfig
Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
-
#text_classification_job_config ⇒ Types::TextClassificationJobConfig
Settings used to configure an AutoML job V2 for the text classification problem type.
-
#text_generation_job_config ⇒ Types::TextGenerationJobConfig
Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
-
#time_series_forecasting_job_config ⇒ Types::TimeSeriesForecastingJobConfig
Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
-
#unknown ⇒ Object
Returns the value of attribute unknown.
Instance Attribute Details
#image_classification_job_config ⇒ Types::ImageClassificationJobConfig
Settings used to configure an AutoML job V2 for the image classification problem type.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2530 class AutoMLProblemTypeConfig < Struct.new( :image_classification_job_config, :text_classification_job_config, :tabular_job_config, :time_series_forecasting_job_config, :text_generation_job_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end class TextClassificationJobConfig < AutoMLProblemTypeConfig; end class TabularJobConfig < AutoMLProblemTypeConfig; end class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end class TextGenerationJobConfig < AutoMLProblemTypeConfig; end class Unknown < AutoMLProblemTypeConfig; end end |
#tabular_job_config ⇒ Types::TabularJobConfig
Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2530 class AutoMLProblemTypeConfig < Struct.new( :image_classification_job_config, :text_classification_job_config, :tabular_job_config, :time_series_forecasting_job_config, :text_generation_job_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end class TextClassificationJobConfig < AutoMLProblemTypeConfig; end class TabularJobConfig < AutoMLProblemTypeConfig; end class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end class TextGenerationJobConfig < AutoMLProblemTypeConfig; end class Unknown < AutoMLProblemTypeConfig; end end |
#text_classification_job_config ⇒ Types::TextClassificationJobConfig
Settings used to configure an AutoML job V2 for the text classification problem type.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2530 class AutoMLProblemTypeConfig < Struct.new( :image_classification_job_config, :text_classification_job_config, :tabular_job_config, :time_series_forecasting_job_config, :text_generation_job_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end class TextClassificationJobConfig < AutoMLProblemTypeConfig; end class TabularJobConfig < AutoMLProblemTypeConfig; end class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end class TextGenerationJobConfig < AutoMLProblemTypeConfig; end class Unknown < AutoMLProblemTypeConfig; end end |
#text_generation_job_config ⇒ Types::TextGenerationJobConfig
Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2530 class AutoMLProblemTypeConfig < Struct.new( :image_classification_job_config, :text_classification_job_config, :tabular_job_config, :time_series_forecasting_job_config, :text_generation_job_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end class TextClassificationJobConfig < AutoMLProblemTypeConfig; end class TabularJobConfig < AutoMLProblemTypeConfig; end class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end class TextGenerationJobConfig < AutoMLProblemTypeConfig; end class Unknown < AutoMLProblemTypeConfig; end end |
#time_series_forecasting_job_config ⇒ Types::TimeSeriesForecastingJobConfig
Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2530 class AutoMLProblemTypeConfig < Struct.new( :image_classification_job_config, :text_classification_job_config, :tabular_job_config, :time_series_forecasting_job_config, :text_generation_job_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end class TextClassificationJobConfig < AutoMLProblemTypeConfig; end class TabularJobConfig < AutoMLProblemTypeConfig; end class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end class TextGenerationJobConfig < AutoMLProblemTypeConfig; end class Unknown < AutoMLProblemTypeConfig; end end |
#unknown ⇒ Object
Returns the value of attribute unknown
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2530 def unknown @unknown end |