inference_experiment

Gets an individual inference_experiment resource

Overview

Name	inference_experiment
Type	Resource
Description	inference_experiment
Id	awscc.sagemaker.inference_experiment

Fields

Name	Datatype	Description
arn	string	The Amazon Resource Name (ARN) of the inference experiment.
name	string	The name for the inference experiment.
type	string	The type of the inference experiment that you want to run.
description	string	The description of the inference experiment.
role_arn	string	The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to access model artifacts and container images, and manage Amazon SageMaker Inference endpoints for model deployment.
endpoint_name	string
endpoint_metadata	object
schedule	object
kms_key	string	The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
data_storage_config	object
model_variants	array	An array of ModelVariantConfig objects. Each ModelVariantConfig object in the array describes the infrastructure configuration for the corresponding variant.
shadow_mode_config	object
tags	array	An array of key-value pairs to apply to this resource.
creation_time	string	The timestamp at which you created the inference experiment.
last_modified_time	string	The timestamp at which you last modified the inference experiment.
status	string	The status of the inference experiment.
status_reason	string	The error message or client-specified reason from the StopInferenceExperiment API, that explains the status of the inference experiment.
desired_state	string	The desired state of the experiment after starting or stopping operation.
region	string	AWS region.

Methods

Currently only SELECT is supported for this resource resource.

Example

SELECT
region,
arn,
name,
type,
description,
role_arn,
endpoint_name,
endpoint_metadata,
schedule,
kms_key,
data_storage_config,
model_variants,
shadow_mode_config,
tags,
creation_time,
last_modified_time,
status,
status_reason,
desired_state
FROM awscc.sagemaker.inference_experiment
WHERE data__Identifier = '<Name>';

Permissions

To operate on the inference_experiment resource, the following permissions are required:

Delete

sagemaker:DeleteInferenceExperiment,
sagemaker:DescribeInferenceExperiment,
sagemaker:StopInferenceExperiment,
sagemaker:ListTags

Read

sagemaker:DescribeInferenceExperiment,
sagemaker:ListTags

Update

sagemaker:UpdateInferenceExperiment,
sagemaker:StartInferenceExperiment,
sagemaker:StopInferenceExperiment,
sagemaker:DescribeInferenceExperiment,
sagemaker:AddTags,
sagemaker:DeleteTags,
sagemaker:ListTags