Learning Machine Learning on the cheap: Persistent AWS Spot Instances
Slav Ivanov

Our research group uses a combination of packer/terraform/s3 for our workflows. You can see an example on our quiz bowl ai project here https://github.com/Pinafore/qb

In short, packer/terraform provision/tear down instances and a script checkpoint.py takes care of saving things to S3 for us

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