Class: Aws::SageMaker::Types::TrainingSessionDetail

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::TrainingSessionDetail

Defined in:

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

Overview

Contains detailed information about a training session.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #billable_token_usage ⇒ Types::BillableTokenUsage

  The billable token usage for the training session.

• #creation_time ⇒ Time

  The date and time that the training session was created.

• #end_time ⇒ Time

  The date and time that the training session ended.

• #error_details ⇒ String

  If the training session failed or is blocked, detailed error information.

• #last_modified_time ⇒ Time

  The date and time that the training session was last modified.

• #last_received_sequence_number ⇒ Integer

  The sequence number of the last training operation received by the session.

• #lora_config ⇒ Types::LoraConfig

  The Low-Rank Adaptation (LoRA) configuration for the training session.

• #model_config ⇒ Types::TrainingSessionModelConfig

  The configuration for the base model.

• #model_package_group_arn ⇒ String

  The Amazon Resource Name (ARN) of the model package group where checkpoints are published.

• #output_config ⇒ Types::TrainingSessionOutputConfig

  The output configuration for the training session.

• #role_arn ⇒ String

  The Amazon Resource Name (ARN) of the IAM role associated with the training session.

• #tags ⇒ Array<Types::Tag>

  The tags associated with the training session.

• #training_session_arn ⇒ String

  The Amazon Resource Name (ARN) of the training session.

• #training_session_name ⇒ String

  The name of the training session.

• #training_session_status ⇒ String

  The current status of the training session.

• #vpc_config ⇒ Types::VpcConfig

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

Instance Attribute Details

#billable_token_usage ⇒ Types::BillableTokenUsage

The billable token usage for the training session.

Returns:

• (Types::BillableTokenUsage)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

The date and time that the training session was created.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#end_time ⇒ Time

The date and time that the training session ended.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#error_details ⇒ String

If the training session failed or is blocked, detailed error information.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

The date and time that the training session was last modified.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#last_received_sequence_number ⇒ Integer

The sequence number of the last training operation received by the session.

Returns:

• (Integer)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#lora_config ⇒ Types::LoraConfig

The Low-Rank Adaptation (LoRA) configuration for the training session.

Returns:

• (Types::LoraConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#model_config ⇒ Types::TrainingSessionModelConfig

The configuration for the base model.

Returns:

• (Types::TrainingSessionModelConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_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 are published.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#output_config ⇒ Types::TrainingSessionOutputConfig

The output configuration for the training session.

Returns:

• (Types::TrainingSessionOutputConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of the IAM role associated with the training session.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

The tags associated with the training session.

Returns:

• (Array<Types::Tag>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#training_session_arn ⇒ String

The Amazon Resource Name (ARN) of the training session.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_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 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#training_session_status ⇒ String

The current status of the training session.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_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.

Returns:

• (Types::VpcConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 55832

class TrainingSessionDetail < Struct.new(
  :training_session_arn,
  :training_session_name,
  :training_session_status,
  :model_package_group_arn,
  :creation_time,
  :last_modified_time,
  :end_time,
  :error_details,
  :last_received_sequence_number,
  :billable_token_usage,
  :vpc_config,
  :role_arn,
  :lora_config,
  :model_config,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end