Which of the following would you suggest?

A company has recently migrated to AWS Cloud and it wants to optimize the hardware used for its AI workflows.

Which of the following would you suggest?
A . Leverage either AWS Trainium or AWS Inferentia for the deep learning (DL) and generative AI inference applications
B . Leverage AWS Trainium for high-performance, cost-effective Deep Learning training. Leverage AWS Inferentia for the deep learning (DL) and generative AI inference applications
C . Leverage either AWS Trainium or AWS Inferentia for high-performance, cost-effective Deep Learning training
D . Leverage AWS Inferentia for high-performance, cost-effective Deep Learning training. Leverage AWS Trainium for the deep learning (DL) and generative AI inference applications

View Answer

Answer: B

Explanation:

Correct option:

Leverage AWS Trainium for high-performance, cost-effective Deep Learning training. Leverage AWS Inferentia for the deep learning (DL) and generative AI inference applications

AWS Inferentia accelerators are designed by AWS to deliver high performance at the lowest cost in Amazon EC2 for your deep learning (DL) and generative AI inference applications. The first-generation

AWS Inferentia accelerator powers Amazon Elastic Compute Cloud (Amazon EC2) Inf1 instances, which deliver up to 2.3x higher throughput and up to 70% lower cost per inference than comparable Amazon EC2 instances.

AWS Trainium is the machine learning (ML) chip that AWS purpose-built for deep learning (DL) training of 100B+ parameter models. Each Amazon Elastic Compute Cloud (Amazon EC2) Trn1 instance deploys up to 16 Trainium accelerators to deliver a high-performance, low-cost solution for DL training in the cloud.

Incorrect options:

Leverage either AWS Trainium or AWS Inferentia for the deep learning (DL) and generative AI inference applications

Leverage either AWS Trainium or AWS Inferentia for high-performance, cost-effective Deep Learning training

Leverage AWS Inferentia for high-performance, cost-effective Deep Learning training. Leverage AWS Trainium for the deep learning (DL) and generative AI inference applications

These three options contradict the explanation provided above, so these options are incorrect.

References:

https://aws.amazon.com/machine-learning/inferentia/

https://aws.amazon.com/machine-learning/trainium/