Class: Aws::SageMaker::Types::CreateTrainingSessionRequest

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::CreateTrainingSessionRequest

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #lora_config ⇒ Types::LoraConfig

  The Low-Rank Adaptation (LoRA) configuration for the training session, including the rank and alpha parameters.

• #model_config ⇒ Types::TrainingSessionModelConfig

  The configuration for the base model, including the model ARN and end-user license agreement (EULA) acceptance.

• #model_package_group_arn ⇒ String

  The Amazon Resource Name (ARN) of the model package group where checkpoints and fine-tuned model artifacts are published.

• #output_config ⇒ Types::TrainingSessionOutputConfig

  The output configuration for the training session, including the S3 location and optional encryption settings.

• #role_arn ⇒ String

  The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker assumes to access resources on your behalf.

• #tags ⇒ Array<Types::Tag>

  An array of key-value pairs to apply to the training session as tags.

• #training_session_name ⇒ String

  The name of the training session.

• #vpc_config ⇒ Types::VpcConfig

  The Virtual Private Cloud (VPC) configuration for the training session.

Instance Attribute Details

#lora_config ⇒ Types::LoraConfig

The Low-Rank Adaptation (LoRA) configuration for the training session, including the rank and alpha parameters.

Returns:

• (Types::LoraConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 14901

class CreateTrainingSessionRequest < Struct.new(
  :training_session_name,
  :model_package_group_arn,
  :lora_config,
  :role_arn,
  :vpc_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#model_config ⇒ Types::TrainingSessionModelConfig

The configuration for the base model, including the model ARN and end-user license agreement (EULA) acceptance.

Returns:

• (Types::TrainingSessionModelConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 14901

class CreateTrainingSessionRequest < Struct.new(
  :training_session_name,
  :model_package_group_arn,
  :lora_config,
  :role_arn,
  :vpc_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_group_arn ⇒ String

The Amazon Resource Name (ARN) of the model package group where checkpoints and fine-tuned model artifacts are published.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 14901

class CreateTrainingSessionRequest < Struct.new(
  :training_session_name,
  :model_package_group_arn,
  :lora_config,
  :role_arn,
  :vpc_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#output_config ⇒ Types::TrainingSessionOutputConfig

The output configuration for the training session, including the S3 location and optional encryption settings.

Returns:

• (Types::TrainingSessionOutputConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 14901

class CreateTrainingSessionRequest < Struct.new(
  :training_session_name,
  :model_package_group_arn,
  :lora_config,
  :role_arn,
  :vpc_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker assumes to access resources on your behalf. The role must have permissions to access the output S3 path and model package group.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 14901

class CreateTrainingSessionRequest < Struct.new(
  :training_session_name,
  :model_package_group_arn,
  :lora_config,
  :role_arn,
  :vpc_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

An array of key-value pairs to apply to the training session as tags. For more information, see Tagging Amazon Web Services Resources.

Returns:

• (Array<Types::Tag>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 14901

class CreateTrainingSessionRequest < Struct.new(
  :training_session_name,
  :model_package_group_arn,
  :lora_config,
  :role_arn,
  :vpc_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#training_session_name ⇒ String

The name of the training session.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 14901

class CreateTrainingSessionRequest < Struct.new(
  :training_session_name,
  :model_package_group_arn,
  :lora_config,
  :role_arn,
  :vpc_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#vpc_config ⇒ Types::VpcConfig

The Virtual Private Cloud (VPC) configuration for the training session. Specify subnets and security groups to run the training session in your VPC.

Returns:

• (Types::VpcConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 14901

class CreateTrainingSessionRequest < Struct.new(
  :training_session_name,
  :model_package_group_arn,
  :lora_config,
  :role_arn,
  :vpc_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end