Deep learning is expensive and even if you have AWS/GCP credits, you'll quickly run out of it. We built the tool to make training cheaper and to have these credits longer.
SpotML is a command line tool that automatically manages ML training on AWS spot instances which are ~3X cheaper. It lets you handle spot interruptions by resuming training using the latest checkpoint.
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Looking for feedback from early testers. You would be an ideal candidate if you have a side project that you're spending your own money to train.
Acknowledgement: - SpotML is built on top of existing open source library Spotty: https://github.com/spotty-cloud/spotty