SageMaker Inference Recommender for Instant Recommendations

This notebook's CI test result for us-west-2 is as follows. CI test results in other regions can be found at the end of the notebook.

This notebook demonstrates how to get instant deployment recommendations from the DescribeModel API

The DescribeModel API can be found here: https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeModel.html

This sample is provided for demonstration purposes, make sure to conduct appropriate testing if deriving this code for your own use-cases!

Step 0: Set Up

Step 1: Create the Model

For this sample notebook, we will use a simple model specifying only a Tensorflow DLC

Step 2: Describe the Model

Describe the Model until DeploymentRecommendations goes into a COMPLETED state. On average, you should expect to have DeploymentRecommendations available within a second

Step 3: Visualize the DeploymentRecommendations

Step 4: Cleanup

Notebook CI Test Results

This notebook was tested in multiple regions. The test results are as follows, except for us-west-2 which is shown at the top of the notebook.