amazon-web-servicesamazon-sagemakerawsdeploy

How to deploy multiple models in amazon sagemaker on various endpoints


I'm recently interested to Amazon Sagemaker and Rekognition. I would like to try AWS instances and deploy ML models.


Solution

  • Multi model and multi container endpoints share the same endpoint url. Having said that you can invoke the endpoint with a specific model name to invoke corresponding model. Not sure if I understood your question correctly, are you looking to host multiple models in a single instance and have separate endpoint url for each model? If yes, then its not possible with SageMaker endpoints.