AWS Certified Machine Learning - Specialty MLS-C01 — Topic 1 Question 120

Question

A machine learning specialist is running an Amazon SageMaker endpoint using the built-in object detection algorithm on a P3 instance for real-time predictions in a company's production application. When evaluating the model's resource utilization, the specialist notices that the model is using only a fraction of the GPU. Which architecture changes would ensure that provisioned resources are being utilized effectively?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Redeploy the model on an M5 instance. Attach Amazon Elastic Inference to the instance. This option meets the real-time / low-latency performance requirement.

AWS Certified Machine Learning - Specialty MLS-C01 — Question 120