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

Inherits:

Struct

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

show all

Includes:: Aws::Structure

Defined in:: lib/aws-sdk-sagemaker/types.rb

Overview

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#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:

(Time)

# 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:

(String)

# 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:

(String)

# 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:

(Time)

# 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:

(Integer)

# 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:

(Types::OptimizationJobModelSource)

# 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:

(Array<Types::OptimizationConfig>)

# 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:

(Time)

# 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:

(Hash<String,String>)

# 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:

(String)

# 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:

(String)

# 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:

(String)

# 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:

(Types::OptimizationOutput)

# 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:

(Time)

# 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:

(Types::OptimizationJobOutputConfig)

# 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:

(String)

# 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:

(Types::StoppingCondition)

# 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:

(Types::OptimizationVpcConfig)

# 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

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

Overview

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#creation_time ⇒ Time

#deployment_instance_type ⇒ String

#failure_reason ⇒ String

#last_modified_time ⇒ Time

#max_instance_count ⇒ Integer

#model_source ⇒ Types::OptimizationJobModelSource

#optimization_configs ⇒ Array<Types::OptimizationConfig>

#optimization_end_time ⇒ Time

#optimization_environment ⇒ Hash<String,String>

#optimization_job_arn ⇒ String

#optimization_job_name ⇒ String

#optimization_job_status ⇒ String

#optimization_output ⇒ Types::OptimizationOutput

#optimization_start_time ⇒ Time

#output_config ⇒ Types::OptimizationJobOutputConfig

#role_arn ⇒ String

#stopping_condition ⇒ Types::StoppingCondition

#vpc_config ⇒ Types::OptimizationVpcConfig

#creation_time ⇒ `Time`

#deployment_instance_type ⇒ `String`

#failure_reason ⇒ `String`

#last_modified_time ⇒ `Time`

#max_instance_count ⇒ `Integer`

#model_source ⇒ `Types::OptimizationJobModelSource`

#optimization_configs ⇒ `Array<Types::OptimizationConfig>`

#optimization_end_time ⇒ `Time`

#optimization_environment ⇒ `Hash<String,String>`

#optimization_job_arn ⇒ `String`

#optimization_job_name ⇒ `String`

#optimization_job_status ⇒ `String`

#optimization_output ⇒ `Types::OptimizationOutput`

#optimization_start_time ⇒ `Time`

#output_config ⇒ `Types::OptimizationJobOutputConfig`

#role_arn ⇒ `String`

#stopping_condition ⇒ `Types::StoppingCondition`

#vpc_config ⇒ `Types::OptimizationVpcConfig`