Accelerated Computing instances

Hi,

In general, there are all designed for accelerating machine learning (ML) tasks, including Amazon Elastic Compute Cloud (EC2) instances with Habana accelerators, AWS Inferentia, and AWS Trainium. Each of these solutions is designed to meet different needs and use cases, here is a brief overview of each of these solutions:

• Amazon EC2 instances with Habana accelerators are a type of EC2 instance that is equipped with a Habana Labs Gaudi AI processor. These instances are designed to accelerate a wide range of ML tasks, including training, inference, and deep learning.

• AWS Inferentia is a custom-designed machine learning inference chip that is optimized for high performance and low cost. It is designed to accelerate the inference phase of ML workloads, which is the process of using a trained ML model to make predictions on new data.

• AWS Trainium is a fully managed service that uses advanced algorithms and hardware acceleration to speed up the training of ML models. It is designed to make it easier for developers to train high-quality ML models in a shorter amount of time.

More information: Amazon EC2 instances with Habana accelerators: https://aws.amazon.com/ec2/instance-types/dl1/

AWS Inferentia: https://aws.amazon.com/inferentia/

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