/amazon-sagemaker-neo-performance-gains

Optimizing performances of Amazon SageMaker endpoints using SageMaker Neo and Serverless Artillery.

Primary LanguageJavaScriptApache License 2.0Apache-2.0

Unlock performance gains with XGBoost, Amazon SageMaker Neo, and Serverless Artillery

This repository contains code for setting up a framework to test performances of various Amazon SageMaker endpoint configurations. A walkthrough of the framework and how to set it up can be found by following along in the NeoBlog.ipynb notebook. In particular, the notebook shows how SageMaker Neo unlocks near 3x performance gains for our own XGBoost model artifact.

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License

This project is licensed under the Apache-2.0 License.