# Use SageMaker with Trainium and Inferentia for optimized deep learning training and inferencing workloads

This work demonstrates how to use [SageMaker](https://aws.amazon.com/sagemaker/ "AWS SageMaker") to leverage [AWS Trainium](https://aws.amazon.com/machine-learning/trainium/ "AWS Trainium") and AWS [Inferentia](https://aws.amazon.com/machine-learning/inferentia/ "AWS Inferentia") for an end-to-end experience
of model training and inferencing. Both Trainium and Inferentia processors are designed and optimized to support deep learning workloads in AWS Cloud.


## Getting started

Clone this repo in your SageMaker instance, and then start with [this notebook](HFbertdemo.ipynb) to learn how to use SageMaker to leverage these AWS processors.


## License
This library is licensed under the [Apache 2.0 License](https://aws.amazon.com/apache-2-0/). For more details, please take a look at the [LICENSE](LICENSE) file.