Why Not SageMaker?
Configuring SageMaker is Hard
See why companies choose Saturn Cloud
SageMaker is Not Flexible
SageMaker maxes out at 768 GB of RAM and 96 vCPUs per instance for large-sized instances.
The SageMaker Environment
SageMaker automatically updates environments which can trigger incompatibilities in your code. In addition, you need to squeeze any installation and compilation steps into the 5 minute limit.
SageMaker has no native SSH support. You're going to need to setup a bastion, *and* configure your tools to use it.
Vendor Lock In
Users are strongly encouraged to utilize AWS internal libraries. Departing from the SageMaker ecosystem, the code they wrote, using the AWS libraries, may become obsolete, resulting in re-work and lost efficiency.
Saturn Cloud Is Super Flexible
Incredible resources with high RAM and compute, GPUs, and distributed Dask clusters available.
Highly reproducible so data scientists can share and work together. If it ran yesterday, it will run today. Saturn Cloud lets you bring your own Docker image or build them yourself in our UI.
Saturn Cloud supports SSH out of the box. We proxy SSH connections to instances securely.
No Vendor Lock-in
Everything we manage is backed by docker containers and git repositories. You can always take your containers and repositories, and deploy them elsewhere.
Saturn Cloud Hosted Free
Your account starts on the Hosted Free plan with 10 hours of GPU Jupyter and 3 hours of Dask per month
Saturn Cloud Hosted Pro
Upgrade to Hosted Pro to unlock more resources without having to migrate
Saturn Cloud Enterprise
Contact us to set up Saturn Cloud Enterprise within your own organization