Compile with Sagemaker Neo and Deploy on Sagemaker Hosting¶
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.
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.
Compile a model using the Amazon SageMaker SDK: