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Show HN: SpotML – Pip Package for Managed ML Training on AWS Spot Instances
- vishnukool 5y agoDeep 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