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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 cred
by vishnukool 5y ago
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.
Documentation link to try it out - https://docs.spotml.io/getting-started https://docs.spotml.io/getting-started
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 https://github.com/spotty-cloud/spotty