inference_recommendations_job_steps

Creates, updates, deletes, gets or lists an inference_recommendations_job_steps resource.

Overview

Name	inference_recommendations_job_steps
Type	Resource
Id	aws.sagemaker.inference_recommendations_job_steps

Fields

The following fields are returned by SELECT queries:

list_inference_recommendations_job_steps

Name	Datatype	Description
inference_benchmark	object	The details for a specific benchmark.
job_name	string	The name of the Inference Recommender job. (pattern: <code>[a-zA-Z0-9](-*[a-zA-Z0-9]){0,63}</code>)
status	string	The current status of the benchmark. (PENDING, IN_PROGRESS, COMPLETED, FAILED, STOPPING, STOPPED, DELETING, DELETED)
step_type	string	The type of the subtask. BENCHMARK: Evaluate the performance of your model on different instance types. (BENCHMARK)

Methods

The following methods are available for this resource:

Name	Accessible by	Required Params	Optional Params	Description
list_inference_recommendations_job_steps	select	region		Returns a list of the subtasks for an Inference Recommender job. The supported subtasks are benchmarks, which evaluate the performance of your model on different instance types.

Parameters

Parameters can be passed in the WHERE clause of a query. Check the Methods section to see which parameters are required or optional for each operation.

Name	Datatype	Description
region	string	AWS region (default: us-east-1)

SELECT examples

list_inference_recommendations_job_steps

Returns a list of the subtasks for an Inference Recommender job. The supported subtasks are benchmarks, which evaluate the performance of your model on different instance types.

SELECT
inference_benchmark,
job_name,
status,
step_type
FROM aws.sagemaker.inference_recommendations_job_steps
WHERE region = '{{ region }}' -- required
;