Compile with Sagemaker Neo and Deploy on Sagemaker Hosting (inf1) — AWS Neuron Documentation (original) (raw)

This document is relevant for: Inf1

Compile with Sagemaker Neo and Deploy on Sagemaker Hosting (inf1)#

Table of Contents

Description#

Neuron developer flow on SageMaker Neo

You can use SageMaker Neo to compile models for deployment on SageMaker Hosting using ml.inf1 instances. In this developer flow, you provision a Sagemaker Notebook instance to train, compile and deploy your model using the SageMaker Python SDK. Follow the steps bellow to setup your environment.

Setup Environment#

  1. Create an Amazon SageMaker Notebook Instance:

    Follow the instructions in Get Started with Notebook Instances

    The Notebook instance created provides the required Python SDK for training, compiling and deploying models with Amazon SageMaker.

  2. Compile a model using the Amazon SageMaker SDK:

This document is relevant for: Inf1