Class: Aws::SageMaker::Types::OptimizationConfig

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

Overview

Note:

OptimizationConfig is a union - when making an API calls you must set exactly one of the members.

Note:

OptimizationConfig is a union - when returned from an API call exactly one value will be set and the returned type will be a subclass of OptimizationConfig corresponding to the set member.

Settings for an optimization technique that you apply with a model optimization job.

See Also:

Defined Under Namespace

Classes: ModelCompilationConfig, ModelQuantizationConfig, ModelShardingConfig, ModelSpeculativeDecodingConfig, Unknown

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#model_compilation_config ⇒ Types::ModelCompilationConfig

Settings for the model compilation technique that's applied by a model optimization job.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41378

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#model_quantization_config ⇒ Types::ModelQuantizationConfig

Settings for the model quantization technique that's applied by a model optimization job.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41378

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#model_sharding_config ⇒ Types::ModelShardingConfig

Settings for the model sharding technique that's applied by a model optimization job.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41378

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#model_speculative_decoding_config ⇒ Types::ModelSpeculativeDecodingConfig

Settings for the model speculative decoding technique that's applied by a model optimization job.

Returns:



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41384
41385
41386
41387
41388
41389
41390
41391
41392
41393
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41378

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#unknown ⇒ Object

Returns the value of attribute unknown

Returns:

  • (Object) —

    the current value of unknown



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41378

def unknown
  @unknown
end