Class: Aws::SageMaker::Types::DescribeOptimizationJobResponse

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeOptimizationJobResponse

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #creation_time ⇒ Time

  The time when you created the optimization job.

• #deployment_instance_type ⇒ String

  The type of instance that hosts the optimized model that you create with the optimization job.

• #failure_reason ⇒ String

  If the optimization job status is FAILED, the reason for the failure.

• #last_modified_time ⇒ Time

  The time when the optimization job was last updated.

• #max_instance_count ⇒ Integer

  The maximum number of instances to use for the optimization job.

• #model_source ⇒ Types::OptimizationJobModelSource

  The location of the source model to optimize with an optimization job.

• #optimization_configs ⇒ Array<Types::OptimizationConfig>

  Settings for each of the optimization techniques that the job applies.

• #optimization_end_time ⇒ Time

  The time when the optimization job finished processing.

• #optimization_environment ⇒ Hash<String,String>

  The environment variables to set in the model container.

• #optimization_job_arn ⇒ String

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

• #optimization_job_name ⇒ String

  The name that you assigned to the optimization job.

• #optimization_job_status ⇒ String

  The current status of the optimization job.

• #optimization_output ⇒ Types::OptimizationOutput

  Output values produced by an optimization job.

• #optimization_start_time ⇒ Time

  The time when the optimization job started.

• #output_config ⇒ Types::OptimizationJobOutputConfig

  Details for where to store the optimized model that you create with the optimization job.

• #role_arn ⇒ String

  The ARN of the IAM role that you assigned to the optimization job.

• #stopping_condition ⇒ Types::StoppingCondition

  Specifies a limit to how long a job can run.

• #vpc_config ⇒ Types::OptimizationVpcConfig

  A VPC in Amazon VPC that your optimized model has access to.

Instance Attribute Details

#creation_time ⇒ Time

The time when you created the optimization job.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#deployment_instance_type ⇒ String

The type of instance that hosts the optimized model that you create with the optimization job.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

If the optimization job status is FAILED, the reason for the failure.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

The time when the optimization job was last updated.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#max_instance_count ⇒ Integer

The maximum number of instances to use for the optimization job.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#model_source ⇒ Types::OptimizationJobModelSource

The location of the source model to optimize with an optimization job.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#optimization_configs ⇒ Array<Types::OptimizationConfig>

Settings for each of the optimization techniques that the job applies.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#optimization_end_time ⇒ Time

The time when the optimization job finished processing.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#optimization_environment ⇒ Hash<String,String>

The environment variables to set in the model container.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#optimization_job_arn ⇒ String

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

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#optimization_job_name ⇒ String

The name that you assigned to the optimization job.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#optimization_job_status ⇒ String

The current status of the optimization job.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#optimization_output ⇒ Types::OptimizationOutput

Output values produced by an optimization job.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#optimization_start_time ⇒ Time

The time when the optimization job started.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#output_config ⇒ Types::OptimizationJobOutputConfig

Details for where to store the optimized model that you create with the optimization job.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The ARN of the IAM role that you assigned to the optimization job.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#stopping_condition ⇒ Types::StoppingCondition

Specifies a limit to how long a job can run. When the job reaches the time limit, SageMaker ends the job. Use this API to cap costs.

To stop a training job, SageMaker sends the algorithm the SIGTERM signal, which delays job termination for 120 seconds. Algorithms can use this 120-second window to save the model artifacts, so the results of training are not lost.

The training algorithms provided by SageMaker automatically save the intermediate results of a model training job when possible. This attempt to save artifacts is only a best effort case as model might not be in a state from which it can be saved. For example, if training has just started, the model might not be ready to save. When saved, this intermediate data is a valid model artifact. You can use it to create a model with CreateModel.

<note markdown=“1”> The Neural Topic Model (NTM) currently does not support saving intermediate model artifacts. When training NTMs, make sure that the maximum runtime is sufficient for the training job to complete.

</note>

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end

#vpc_config ⇒ Types::OptimizationVpcConfig

A VPC in Amazon VPC that your optimized model has access to.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 20618

class DescribeOptimizationJobResponse < Struct.new(
  :optimization_job_arn,
  :optimization_job_status,
  :optimization_start_time,
  :optimization_end_time,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :optimization_job_name,
  :model_source,
  :optimization_environment,
  :deployment_instance_type,
  :max_instance_count,
  :optimization_configs,
  :output_config,
  :optimization_output,
  :role_arn,
  :stopping_condition,
  :vpc_config)
  SENSITIVE = []
  include Aws::Structure
end