Class: Aws::Bedrock::Types::GetModelCustomizationJobResponse

Inherits:

Struct

• Object
• Struct
• Aws::Bedrock::Types::GetModelCustomizationJobResponse

Includes:

Structure

Defined in:

lib/aws-sdk-bedrock/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #base_model_arn ⇒ String

  Amazon Resource Name (ARN) of the base model.

• #client_request_token ⇒ String

  The token that you specified in the ‘CreateCustomizationJob` request.

• #creation_time ⇒ Time

  Time that the resource was created.

• #customization_config ⇒ Types::CustomizationConfig

  The customization configuration for the model customization job.

• #customization_type ⇒ String

  The type of model customization.

• #end_time ⇒ Time

  Time that the resource transitioned to terminal state.

• #failure_message ⇒ String

  Information about why the job failed.

• #hyper_parameters ⇒ Hash<String,String>

  The hyperparameter values for the job.

• #job_arn ⇒ String

  The Amazon Resource Name (ARN) of the customization job.

• #job_name ⇒ String

  The name of the customization job.

• #last_modified_time ⇒ Time

  Time that the resource was last modified.

• #output_data_config ⇒ Types::OutputDataConfig

  Output data configuration.

• #output_model_arn ⇒ String

  The Amazon Resource Name (ARN) of the output model.

• #output_model_kms_key_arn ⇒ String

  The custom model is encrypted at rest using this key.

• #output_model_name ⇒ String

  The name of the output model.

• #role_arn ⇒ String

  The Amazon Resource Name (ARN) of the IAM role.

• #status ⇒ String

  The status of the job.

• #status_details ⇒ Types::StatusDetails

  For a Distillation job, the details about the statuses of the sub-tasks of the customization job.

• #training_data_config ⇒ Types::TrainingDataConfig

  Contains information about the training dataset.

• #training_metrics ⇒ Types::TrainingMetrics

  Contains training metrics from the job creation.

• #validation_data_config ⇒ Types::ValidationDataConfig

  Contains information about the validation dataset.

• #validation_metrics ⇒ Array<Types::ValidatorMetric>

  The loss metric for each validator that you provided in the createjob request.

• #vpc_config ⇒ Types::VpcConfig

  VPC configuration for the custom model job.

Instance Attribute Details

#base_model_arn ⇒ String

Amazon Resource Name (ARN) of the base model.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#client_request_token ⇒ String

The token that you specified in the ‘CreateCustomizationJob` request.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

Time that the resource was created.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#customization_config ⇒ Types::CustomizationConfig

The customization configuration for the model customization job.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#customization_type ⇒ String

The type of model customization.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#end_time ⇒ Time

Time that the resource transitioned to terminal state.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#failure_message ⇒ String

Information about why the job failed.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#hyper_parameters ⇒ Hash<String,String>

The hyperparameter values for the job. For details on the format for different models, see [Custom model hyperparameters].

[1]: docs.aws.amazon.com/bedrock/latest/userguide/custom-models-hp.html

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#job_arn ⇒ String

The Amazon Resource Name (ARN) of the customization job.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#job_name ⇒ String

The name of the customization job.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

Time that the resource was last modified.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#output_data_config ⇒ Types::OutputDataConfig

Output data configuration

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#output_model_arn ⇒ String

The Amazon Resource Name (ARN) of the output model.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#output_model_kms_key_arn ⇒ String

The custom model is encrypted at rest using this key.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#output_model_name ⇒ String

The name of the output model.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of the IAM role.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#status ⇒ String

The status of the job. A successful job transitions from in-progress to completed when the output model is ready to use. If the job failed, the failure message contains information about why the job failed.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#status_details ⇒ Types::StatusDetails

For a Distillation job, the details about the statuses of the sub-tasks of the customization job.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#training_data_config ⇒ Types::TrainingDataConfig

Contains information about the training dataset.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#training_metrics ⇒ Types::TrainingMetrics

Contains training metrics from the job creation.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#validation_data_config ⇒ Types::ValidationDataConfig

Contains information about the validation dataset.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#validation_metrics ⇒ Array<Types::ValidatorMetric>

The loss metric for each validator that you provided in the createjob request.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end

#vpc_config ⇒ Types::VpcConfig

VPC configuration for the custom model job.

# File 'lib/aws-sdk-bedrock/types.rb', line 6407

class GetModelCustomizationJobResponse < Struct.new(
  :job_arn,
  :job_name,
  :output_model_name,
  :output_model_arn,
  :client_request_token,
  :role_arn,
  :status,
  :status_details,
  :failure_message,
  :creation_time,
  :last_modified_time,
  :end_time,
  :base_model_arn,
  :hyper_parameters,
  :training_data_config,
  :validation_data_config,
  :output_data_config,
  :customization_type,
  :output_model_kms_key_arn,
  :training_metrics,
  :validation_metrics,
  :vpc_config,
  :customization_config)
  SENSITIVE = []
  include Aws::Structure
end