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Tag Archive for amazon-web-servicesamazon-sagemaker

My Sagemaker Asynchronous Endpoint goes down to zero instances after 10 minutes

I’m creating an Asynchronous Endpoint because for a model that takes up to 40 minutes to process the input. I want to configure it so it can scale-in to zero instances, and once it recieves an input, then scale-out from zero instances. I’ve been testing and looking for some policies, but I can’t solve my problem. Everytime I launch the endpoint and I ask for processing an input, it starts as it is supposed to do, but, after 10 minutes, the instances is shutted down, and then another one is raised but just waiting for an input.

setting up the python based project and run the project in AWS sagemaker studio classic

I have a python project available in git.
I have cloned the project in AWS sagemaker studio classic.
i have created the conda environment with python 3.11 , but when i verified the python version, it is showing base environment python version.
my question is, how to point to the newly created python version and not able find the option to run the project and project has several directories and files and could not able to resolve the dependencies.
can someone advise on this.

not to be able to see launcher and top menu bar in aws Amazon SageMaker

my system is Mac. I am new to amazon aws sagemaker. I just open an new personal aws account and then I searched for Amazon SageMaker Studio and then created a new user profile as executor and a new domain and then I clicked on open studio but I can not see launcher button to use system terminal and also can not see the top menu bar that has file, kernel and other options. I appreciate if anyone has any idea that I did by mistake in the scenario to open sagemaker studio so now I am unable to see these options.